United States v. Peter E. Clay , 832 F.3d 1259 ( 2016 )


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  •                Case: 14-12373       Date Filed: 08/11/2016      Page: 1 of 124
    [PUBLISH]
    IN THE UNITED STATES COURT OF APPEALS
    FOR THE ELEVENTH CIRCUIT
    ________________________
    No. 14-12373
    ________________________
    D.C. Docket No. 8:11-cr-00115-JSM-MAP-5
    UNITED STATES OF AMERICA,
    Plaintiff-Appellee,
    versus
    PETER E. CLAY,
    TODD S. FAHRA,
    PAUL L. BEHRENS,
    WILLIAM L. KALE,
    Defendants-Appellants.
    ________________________
    Appeals from the United States District Court
    for the Middle District of Florida
    ________________________
    (August 11, 2016)
    Before TJOFLAT and HULL, Circuit Judges, and HALL, * District Judge.
    *
    Honorable J. Randal Hall, United States District Judge for the Southern District of
    Georgia, sitting by designation.
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    HULL, Circuit Judge:
    In this Medicaid fraud case, defendants Todd Farha, Paul Behrens, William
    Kale, and Peter Clay appeal their convictions on multiple grounds, including
    insufficient evidence, evidentiary errors, and improper jury instructions. At the
    time of the fraud, the defendants were all high-level executives of WellCare Health
    Plans, Inc. (“WellCare”) or one of its two Florida subsidiaries. Those subsidiaries
    were Wellcare of Florida, Inc. doing business as Staywell Health Plan of Florida
    (“Staywell”) and HealthEase of Florida, Inc. (“HealthEase”).
    At trial, the government proved that together the defendants participated in a
    fraudulent scheme to file false Medicaid expense reports that misrepresented and
    overstated the amounts Staywell and HealthEase spent on medical services for
    Medicaid patients, specifically outpatient behavioral health care services. By
    overstating these expenses, the defendants helped Staywell and HealthEase retain
    millions of dollars in tax-subsidized Medicaid funds that they should have
    refunded to the Florida Agency for Health Care Administration (“AHCA”). This,
    in turn, inflated the profits of Staywell, HealthEase, and WellCare and earned the
    defendants financial rewards. The jury found Farha, Behrens, and Kale guilty on
    two counts of substantive health care fraud and found Behrens and Clay guilty on
    two counts of making false representations or statements.
    2
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    After reviewing the extensive trial record and with the benefit of oral
    argument, we affirm the defendants’ convictions.
    I. PROCEDURAL HISTORY
    A.     Indictment
    On March 2, 2011, a federal grand jury in the Middle District of Florida
    returned an 11-count indictment against defendants Farha, Behrens, Kale, and
    Clay. The defendants were executives at WellCare, a publicly-held corporation
    headquartered in Tampa, Florida. Todd Farha was CEO and President of WellCare
    and one of its directors. Farha assumed leadership at WellCare in July 2002. Paul
    Behrens was CFO. Behrens joined WellCare in September 2003. Both Farha and
    Behrens held similar positions with Staywell and HealthEase, WellCare’s two
    subsidiaries. William Kale was Vice President of Clinical Services at WellCare.
    Kale joined WellCare in the fall of 2002. Peter Clay joined WellCare in April
    2005 as Vice President of Medical Economics and reported to Behrens.
    Count 1 of the indictment charged the defendants with conspiracy to defraud
    the United States, to make false statements relating to health care matters, and to
    commit Medicaid health care fraud from 2003 through 2007, in violation of
    
    18 U.S.C. § 371.1
     Counts 2 through 5 charged the defendants with making false
    statements in Medicaid health care expense reports submitted to state officials, in
    1
    The indictment also charged Thaddeus Bereday, WellCare’s general counsel and a
    Senior Vice President. Bereday’s case was severed and is not at issue here.
    3
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    violation of 
    18 U.S.C. §§ 1035
     and 2. Counts 2 and 3 covered the calendar year
    (“CY”) 2005 reports, and Counts 4 and 5 covered the CY 2006 reports. 2
    Counts 6 through 9 charged the defendants with Medicaid health care fraud,
    in violation of 
    18 U.S.C. §§ 1347
     and 2. Counts 6 and 7 covered CY 2005, and
    Counts 8 and 9 covered CY 2006.
    Counts 10 and 11 charged Clay with making false statements to federal
    agents in 2007, in violation of 
    18 U.S.C. § 1001
    .
    B.     Jury Verdict
    After a trial lasting almost three months, the jury returned a mixed verdict.
    It was unable to reach a verdict as to any defendant on Count 1, the conspiracy
    charge. The jury acquitted the defendants of Counts 2 and 3, involving the
    CY 2005 expense reports. As to Counts 4 and 5, involving the CY 2006 expense
    reports, the jury convicted Behrens, acquitted Farha, and was unable to reach a
    verdict as to Clay and Kale. As to Counts 6 and 7, involving the health care fraud
    in CY 2005, the jury acquitted Farha and Kale, and was unable to reach a verdict
    as to Behrens and Clay.
    2
    Since WellCare made submissions for both Staywell and HealthEase each calendar year,
    the defendants were charged separately for submissions made on behalf of each company. For
    Counts 2 through 9, the even counts pertained to Staywell and the odd counts pertained to
    HealthEase. For purposes of our analysis, these distinctions do not matter since each defendant’s
    conduct generally related to both companies. We consider each of the pairings—Counts 2 and 3,
    Counts 4 and 5, Counts 6 and 7, and Counts 8 and 9—together.
    4
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    As to Counts 8 and 9, involving the health care fraud in CY 2006, the jury
    convicted Behrens, Farha, and Kale, but was unable to reach a verdict as to Clay.
    As to Counts 10 and 11, the jury convicted Clay of making false statements to
    federal agents in 2007.
    In sum, Behrens was convicted of Counts 4 and 5, making false statements
    in the Medicaid CY 2006 reports, in violation of 
    18 U.S.C. §§ 1035
     and 2;
    Behrens, Farha, and Kale were convicted of Counts 8 and 9, Medicaid health care
    fraud in CY 2006, in violation of 
    18 U.S.C. §§ 1347
     and 2; and Clay was convicted
    of Counts 10 and 11, making false statements to federal agents in 2007, in
    violation of 
    18 U.S.C. § 1001
    .
    After trial, the defendants filed renewed Rule 29(c) motions for judgment of
    acquittal, which the district court denied. The district court eventually dismissed
    all counts on which the jury was unable to reach a verdict.
    C.    Sentences
    The district court sentenced the defendants well below their advisory
    guidelines ranges. The district court sentenced: (1) Farha to three years’
    imprisonment on Counts 8 and 9 (to run concurrently), two years’ supervised
    release, and a $50,000 fine; (2) Behrens to two years’ imprisonment on Counts 4,
    5, 8, and 9 (to run concurrently) and two years’ supervised release; (3) Kale to a
    prison term of one year and one day on Counts 8 and 9 (to run concurrently) and
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    two years’ supervised release; and (4) Clay to five years’ probation on Counts 10
    and 11 (to run concurrently), 200 hours of community service, and a $10,000 fine.
    Farha and Clay paid their fines.
    The defendants appeal their convictions, primarily challenging the
    sufficiency of the evidence. We thus recount the trial evidence in great detail.
    II. MEDICAID PROGRAM IN FLORIDA
    The Medicaid program is a cooperative federal and state health care benefit
    program, which assists states in paying for and providing medical services to
    qualifying, often disabled or low-income, individuals and families. While the
    program is jointly run, the federal government provides most of the funding. As
    part of the U.S. Department of Health and Human Services, the Centers for
    Medicare & Medicaid Services (“CMS”) authorizes and administers the states’
    Medicaid programs. The states must regularly report to CMS regarding their
    expenses and operations. If a state Medicaid program does not expend all of its
    federal money in a given reporting cycle, the state must refund that money to the
    federal government.
    In Florida, AHCA administers the state Medicaid program. AHCA contracts
    with a variety of private health care companies, known as managed care
    organizations or health maintenance organizations, such as Staywell and
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    HealthEase, to pay health care providers for the care delivered to Medicaid
    patients. For our purposes, we refer to these entities as HMOs.
    Medicaid and, in turn, AHCA cover medical and behavioral health care
    services. This case involves expense reports for only two types of outpatient
    behavioral health care services: (1) Community Mental Health (“CMH”) services,
    and (2) Targeted Case Management (“TCM”) services. We refer to them as
    “CMH/TCM” services. 3
    A.     AHCA Contracts
    Staywell and HealthEase operated under contracts with AHCA to cover
    medical and behavioral health care services for Medicaid enrollees. Staywell and
    HealthEase received a monthly premium from AHCA. AHCA calculated the
    premium, which is sometimes called a “capitation” payment, based on the number
    of Medicaid patients Staywell and HealthEase covered. For each covered member,
    AHCA paid a flat, capitated rate, known as a per-member-per-month or “PMPM”
    payment. This flat capitated rate was based on the estimated cost of providing a
    typical Medicaid patient’s needed health care services and did not vary based on
    Staywell’s and HealthEase’s actual costs for covered members.
    3
    CMH services are provided at a Community Mental Health Center and include certain
    medical, psychiatric, behavioral health therapy, community support and rehabilitation,
    therapeutic behavioral on-site day treatment, crisis intervention, and substance abuse services.
    TCM is intensive outpatient care provided by certified personnel trained to provide one-
    on-one life-coordination services, including home visits, to high-risk patients with severe
    emotional or mental conditions.
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    This capitation system allowed AHCA to shift risk to Staywell and
    HealthEase. If Staywell and HealthEase on average spent more per enrolled
    Medicaid patient than the capitated rate, they would incur a loss. But if they spent
    less, they made a profit. In theory, AHCA was incentivizing Staywell and
    HealthEase to provide preventive care to decrease total health care costs.
    Staywell and HealthEase used different methods to provide behavioral
    health care services to patients. Staywell contracted directly with health care
    providers. Staywell reimbursed some providers on a fee-for-service basis but paid
    other providers a flat sub-capitated rate for each patient treated.
    HealthEase, on the other hand, subcontracted with CompCare, an
    independent behavioral health organization (“BHO”) with a network of providers.
    HealthEase paid CompCare a sub-capitated rate per enrolled patient, and, in turn,
    CompCare subcontracted with its network’s providers to treat HealthEase’s
    Medicaid patients. A sub-capitation arrangement with a subcontractor mirrors a
    capitation arrangement, but the rate is lower and the suite of covered services is
    generally more limited.
    As of July 1, 2002, AHCA’s contracts started requiring coverage for the two
    types of outpatient behavioral health care at issue here, CMH/TCM services.
    AHCA identified what particular services would qualify as CMH/TCM services in
    two coverage and limitations handbooks.
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    In exchange for this new coverage obligation, AHCA increased the capitated
    rate for behavioral health care. AHCA piloted the CMH/TCM program in a
    limited geographic area (called Areas 1 and 6) that included Pensacola and Tampa.
    For reporting purposes, AHCA notified Staywell and HealthEase each year what
    portion of the capitation payment was intended to cover CMH/TCM services.
    B.    Florida’s 80/20 Rule
    CMH/TCM services were a very profitable part of Staywell’s and
    HealthEase’s business. But those profits were threatened when Florida enacted
    restrictions on companies that received Medicaid money.
    Effective June 7, 2002, Florida amended its Medicaid statute as to
    “comprehensive behavioral health care services.” This amendment, which created
    the “80/20 rule,” was intended to ensure that most Medicaid money was spent on
    patients’ medical treatment rather than yielding high profits for HMOs. 
    2002 Fla. Laws 4662
    , 4693-94. To achieve this goal, the 80/20 rule required AHCA to
    include in its contracts a requirement that an HMO spend at least 80% of its
    capitation payment on providing behavioral health care services. If an HMO spent
    less than 80% of the premium on behavioral health care services, the HMO was
    required to refund the difference to AHCA. An HMO could retain no more than
    20% of the premium for administrative costs, overhead, and profit. The 80/20 law
    read as follows:
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    To ensure unimpaired access to behavioral health care services by
    Medicaid recipients, all contracts issued pursuant to this paragraph
    shall require 80 percent of the capitation paid to the managed care
    plan, including health maintenance organizations, to be expended for
    the provision of behavioral health care services. In the event the
    managed care plan expends less than 80 percent of the capitation paid
    pursuant to this paragraph for the provision of behavioral health care
    services, the difference shall be returned to the agency.
    
    Fla. Stat. § 409.912
    (4)(b) (2006).
    Upon the amendment’s enactment, AHCA’s contracts with Staywell and
    HealthEase imposed the 80/20 rule on only premium money for outpatient
    behavioral health care services, specifically CMH/TCM services. AHCA required
    Staywell and HealthEase annually to submit expense reports certifying that 80% of
    the AHCA premium was spent on CMH/TCM services. To facilitate and
    standardize expense reporting, AHCA annually provided Staywell and HealthEase
    with a spreadsheet template (the “Worksheet”). The Worksheet was designed to
    calculate the portion of the premium Staywell or HealthEase spent on CMH/TCM
    treatment that year and the amount of any refund due to AHCA.
    To illustrate the expense-reporting process, we discuss Staywell’s
    Worksheet for CY 2006. The Worksheet had five line items: (1) AHCA’s
    CY 2006 capitation payment to Staywell for CMH/TCM services; (2) the total
    amount Staywell spent on CMH/TCM services in CY 2006; (3) the ratio of line 2
    to line 1, expressed as a percentage; (4) the difference between line 3 and the 80%
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    minimum ratio; and, (5) if line 3 was less than 80%, the refund Staywell owed
    AHCA to reach the 80% minimum. The Worksheet for CY 2006 appears below:
    The Worksheet referenced the 80/20 rule and instructed Staywell that the purpose
    of the Worksheet was to determine whether it had spent at least 80% of its
    premium on “only” CMH/TCM services, stating:
    Pursuant to Section 409.912(4)(b), F.S., managed care entities that
    provide behavioral health services must expend at least eighty (80)
    percent of the capitation paid by the Agency on those services,
    defined as community mental health and targeted case management
    services only. If less than eighty (80) percent of the capitation is
    expended on these services, the entity shall return the difference to the
    Agency.
    (emphasis added). The Worksheet required Staywell’s CEO or President to certify
    the accuracy of Staywell’s reported expenses.
    When AHCA sent the Worksheet to Staywell or HealthEase, AHCA had
    already filled in line 1, identifying how much premium money AHCA had paid
    11
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    them for CMH/TCM services. All Staywell and HealthEase had to do was fill in
    their actual expenses on line 2. The rest of the calculations automatically flowed
    from those two numbers. This case concerns the defendants’ fraudulent reporting
    of false and inflated expenses on line 2 to keep Staywell and HealthEase from
    having to pay larger refunds.
    In July 2002, shortly after the 80/20 rule took effect, Farha joined WellCare
    as CEO. Later that fall, Farha’s team acquired Staywell and HealthEase. During
    Farha’s tenure, Farha signed several amendments to the Staywell and HealthEase
    contracts with AHCA, wherein Farha as CEO repeatedly agreed to the contracts’
    underlying terms.
    C.    Profit and Refund Studies
    In the spring of 2003, Farha asked WellCare actuary Todd Whitney to
    analyze Staywell’s and HealthEase’s profitability as to their Medicaid components.
    On May 7, 2003, Whitney emailed Farha a spreadsheet titled “FL Medicaid
    Projected Behavioral Health Profit.” The spreadsheet tracked what Whitney called
    the “contribution margin,” that is, premium revenue for behavioral health minus
    Medicaid claim costs. Whitney’s calculations revealed how much of the premium
    payment Staywell and HealthEase kept for administrative costs, overhead, and
    profit after paying medical claims.
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    As to Staywell, Whitney’s calculations showed that, after paying all
    CMH/TCM claims, in some areas of Florida Staywell was keeping approximately
    70% of its premium money for administration, overhead, and profit (much more
    than the 20% that the 80/20 rule allowed). For CMH/TCM claims, Staywell’s
    most profitable area was Area 6, in which Staywell received $15.00 per-member-
    per-month (“PMPM”) but paid on average only $4.69 PMPM. In Area 6, Staywell
    paid only 31.3% of its premium on CMH/TCM claims and retained the remaining
    68.7% for administration, overhead, and profit. Given Staywell’s total
    membership in Area 6, Staywell’s annual contribution margin in Area 6 was
    $5,925,691, almost double its margin in all other areas of Florida combined.
    HealthEase had similar results.
    Staywell’s and HealthEase’s large contribution margins for Areas 1 and 6
    were due to the much higher capitated rates of $15.00 PMPM that AHCA paid for
    Areas 1 and 6, as opposed to $4.00 PMPM for all other areas. The additional
    $11.00 PMPM more than made up for the marginal increase in claim costs in Areas
    1 and 6, the areas where AHCA required coverage of CMH/TCM services.
    WellCare executives quickly recognized the implications of Florida’s new
    80/20 rule. As early as February 2003, Kale circulated an email expressing
    concern about WellCare’s “potential exposure regarding the new requirement that
    Medicaid HMO’s must expend 80% of the capitation for [CMH/TCM] services.”
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    Kale projected a potential refund to AHCA of almost $6.5 million (enough to
    dramatically reduce WellCare’s large behavioral health care profits).
    Thereafter, Whitney evaluated various refund scenarios for Staywell and
    HealthEase in Areas 1 and 6. The scenarios considered different definitions of
    CMH/TCM expenses. From July 2002 through September 2003, based on a strict
    definition of CMH/TCM expenses, Staywell had spent just 23% of its premium on
    CMH/TCM expenses and would have to pay back as much as $6,289,863. In the
    best case scenario, based on a looser definition of CMH/TCM expenses, Staywell
    had spent just 36% on CMH/TCM expenses and would have to pay back at least
    $4,803,645, or $400,000 per month.
    D.    Creating New Subsidiary
    In light of the size of the potential refunds, WellCare began setting up a
    scheme to evade the 80/20 rule and keep its large profits. Under the scheme:
    (1) WellCare would create a new wholly-owned subsidiary; (2) Staywell and
    HealthEase would transfer their provider contracts to the new subsidiary;
    (3) Staywell and HealthEase would each pay 85% of their premium received for
    CMH/TCM services to WellCare’s new subsidiary; and (4) the new subsidiary
    would continue to pay the much smaller portion of the premium for CMH/TCM
    services. This structure would enable Staywell and HealthEase to report expenses
    in excess of 80%, while the new subsidiary would continue to pay only 45% or less
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    directly to providers. Under the scheme, WellCare would preserve its large profit
    margins in these two types of behavioral health care services in spite of the new
    80/20 rule.
    The defendants began planning for the new subsidiary at least as early as
    mid-2003. On July 16, 2003, Farha emailed Kale stating, “[W]e really need to
    think about how to setup a BH [behavioral health] subsidiary, that will be capped
    at 80% of premium.” Kale responded, “OK Todd…”
    By the fall of 2003, Farha grew impatient with the slow progress of
    implementation. On September 17, 2003, Farha sent an email to Kale with a
    subject line reading, “Status of BH Subsidiary / Need update.” Kale responded
    that the incorporation documents for the new subsidiary, “WellCare Behavioral
    Health, Inc. (WCBH),” were near completion and that outside counsel would begin
    drafting contracts for Staywell and HealthEase to subcontract with WCBH. Kale
    also explained that “a subsidiary corp is necessary for our Areas 1 & 6 programs”
    but that this “would change if the State would somehow repeal the 80% . . .
    requirement . . . .” Farha imposed a deadline: “Bill, Given the stakes involved
    (potentially 400k/Month of giveback), the pace of this project is not acceptable.
    We must execute these intercompany contracts asap, and get this subsidiary
    operating by 10/1. Why would we delay and increase the amount of our potential
    giveback? We must finalize this.” (emphasis added). Farha sent an even testier
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    follow-up message to general counsel Thad Bereday: “This Goddamn thing is
    costing us 400K/Month. OUTSOURCE: Get it done, GT/ OTher/ Spend $$. I
    don’t care. This is absolutely stupid.” On September 22, 2003, Kale wrote Farha:
    “As we agreed, setting up the corporation is easy; it is the questions that follow
    (and probably many more not included in this work plan) that will determine if we
    create a viable organization if we were to be audited by AHCA.” 4
    In September 2003, WCBH was finally incorporated. Farha was WCBH’s
    president, CEO, and director-chairman. Behrens later became CFO and a director.
    Kale became Vice President of Clinical Operations. Like Staywell and
    HealthEase, WCBH did not provide any Medicaid-reimbursable health care
    services.5
    Lest there be any doubt, a WellCare slide titled “Fund Allocation Model”
    painted a clear picture of how WellCare was creating and using this new subsidiary
    to evade the 80/20 rule:
    4
    The “work plan” to which Kale referred appears to be a WellCare document titled
    “Behavioral Health Subsidiary Corporation Work Plan.” It included such action items as
    (a) “Develop Business Justification for all lines of business”; (b) “Justify why HMOs would pay
    80% premium”; and (c) “Separate sub-lease for WCBH: Advantages in AHCA audit of distinctly
    standalone space at WellCare.”
    5
    At one point, HealthEase owned and operated a clinic in the Pensacola area. This
    exception aside though, Staywell and HealthEase were HMOs and did not provide health care
    services to patients and certainly not CMH/TCM services.
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    WellCare’s slide shows that WellCare’s Staywell and HealthEase would:
    (1) receive the full premium from AHCA; (2) keep 15% for administration and
    overhead; and (3) pay 85% to WCBH. In turn, WCBH would pay only 45% of the
    whole for “direct behavioral health care services” and would keep 40% for
    administration, overhead, and profit. 6 Under this fund allocation scheme,
    WellCare entities retained 55% of the behavioral health care premium for
    administration, overhead, and profit, well over the 20% the 80/20 rule permitted.
    6
    As the slide shows, out of that 40%, WCBH kept 24% and paid 16% to CHMI, another
    internal WellCare subsidiary, for management.
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    A jury could reasonably infer that Whitney’s $400,000-per-month refund
    projection spurred the creation of the new subsidiary.
    A company email explained that the 85% rate paid to the new WCBH
    subsidiary was “based on the historical premiums received by” Staywell and
    HealthEase from AHCA and “based on a conceptual pass through of 85%” of the
    total premium received from AHCA. (emphasis added). As WellCare financial
    analyst Greg West testified, the 85% pass-through figure was “[s]o [WellCare]
    wouldn’t pay anything back on the 80/20 payback.” Staywell and HealthEase each
    used a sub-capitated rate to pay WCBH. West testified he was told that the sub-
    capitated rate Staywell and HealthEase each paid WCBH was a “back-of-the-
    envelope calculation,” which to him meant the kind of “calculation you do in your
    head or on a piece of paper that you’re going to throw away; so you have no record
    of how it was calculated. And also that that would be round numbers, it wouldn’t
    be real-specific.”
    Another WellCare internal slide presentation framed WCBH as WellCare’s
    “[p]ro-active response to potential implications” of the “New Medicaid Mental
    Health Law in Florida” (the 80/20 rule). The slides listed as an action item that
    WellCare needed to “[p]repare [a] rationale for WCBH and answers to All AHCA
    inquiries, if any.” Staywell and HealthEase, by paying 85% of their behavioral
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    health premium to WCBH, would pay at least twice as much as the market rates
    they would pay an independent, third-party BHO like CompCare.
    After WCBH was incorporated (and after the first round of 80/20 reporting
    discussed below), Farha instructed Kale to change WCBH’s name to Harmony
    Behavioral Healthcare—“and quickly.” Farha explained, “Let’s put some distance
    between BH [Harmony] and the WellCare name.” On August 26, 2004, WCBH
    changed its name from WellCare Behavioral Health, Inc. to Harmony Behavioral
    Health, Inc. (“Harmony”).
    III. 80/20 EXPENSE REPORTS
    Because the relevant limitations period precluded fraud charges relating to
    2004 and earlier, the 2011 indictment charged the defendants with fraud only as to
    the CY 2005 and 2006 reports. We nevertheless consider the defendants’ conduct
    in submitting the CY 2002-04 reports because it shows their acquired knowledge
    and motive by the time they submitted the CY 2005 and 2006 reports.
    A.     CY 2002 and 2003 Reports
    In 2004, Staywell and HealthEase each received a set of two Worksheets,
    one for expenditures from July 1 through December 31 of 2002 7 and one for all of
    2003. The Worksheets showed on line 1 the amount of premium AHCA allocated
    7
    The letters accompanying the CY 2002 Worksheets explained that AHCA’s general
    counsel elected to impose the 80/20 requirements for only the second half of 2002, after the
    80/20 law took effect, rather than for the full year, and AHCA had adjusted the premium figures
    in the Worksheets for CY 2002 accordingly.
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    to CMH/TCM services. In a June 3, 2004 email, AHCA reminded Staywell and
    HealthEase that they were “required to expend at least 80 percent of the capitation
    paid on such services.” A cover letter reminded Staywell and HealthEase of their
    80/20 obligations and explained how to fill out the Worksheets. The cover letters
    quoted the contract language relating to the 80/20 rule:
    By April 1 of each year, plans with members in Areas 1 and 6 shall
    provide a breakdown of expenditures related to the provision of
    behavioral health care, using the spreadsheet template provided by the
    agency. Pursuant to Section 409.912(3)(b), F.S., 80 percent of the
    capitation paid to the plan shall be expended for the provision of
    behavioral health care services. In the event the plan expends less
    than 80 percent of the capitation, the difference shall be returned to
    the agency.
    The letters explained that “[f]or reporting purposes, behavioral health care services
    are defined as those services the plan is required to provide, as listed in the
    Community Mental Health and Targeted Case Management Services Coverage and
    Limitations Handbooks.” To stress that AHCA wanted to know what the providers
    were paid, the letter added that “[a]s used above, expended means the total amount,
    in dollars, paid directly or indirectly to behavioral health providers for the
    provision of those required behavioral health care services.” The letters invited
    Staywell and HealthEase to contact AHCA if they had any questions.
    Upon receiving the CY 2002 and CY 2003 Worksheets, Pearl Blackburn,
    WellCare’s Director of Regulatory Affairs for Medicaid, filled out a “Regulatory
    Inquiry Routing Form” marked “Follow-up Required: Urgent” with topic
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    “Behavioral Health Expenditures” and forwarded the Worksheets to several
    WellCare executives, including Farha, Behrens (identifying him as the “owner” of
    the 80/20 reporting project), Harmony executive Dave Smith, and general counsel
    Thad Bereday. On June 16, 2004, Bereday emailed Farha, Behrens, and others to
    inform them that their “team ha[d] been activated on the BH [behavioral health]
    expenditures reconciliation.” Bereday explained that “they [were] already busy
    calculating [their] BH expenditures to achieve the most favorable reporting
    possible to the state.” Bereday added, “I have also discussed this matter with Paul
    [Behrens] . . . . Paul will serve as the overall project lead.”
    The team responsible for calculating the 80/20 expenses was Medical
    Economics, a division of WellCare’s Finance Department, which Behrens
    oversaw. The team’s work largely fell to Smith, West, Kale, and another
    employee. Smith told West that Darrell Lettiere, a WellCare employee, had
    previously conducted a refund analysis and estimated that Staywell and HealthEase
    would collectively owe a $10.2 million refund. Smith told West that they had been
    “charged by Todd Farha to find a way not to pay back 10 million dollars.” They
    had to “find[] a way to make it zero.”
    West examined Lettiere’s refund analysis and discovered that it included a
    number of questionable 80/20 expenses. West noticed that Lettiere’s expense
    totals included not only payments to medical providers but also the amounts
    21
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    Staywell and HealthEase had paid to Harmony for the last two months of CY 2003.
    In response to West’s questions, Smith explained that WellCare had created
    Harmony as its own mental health company and Staywell and HealthEase had each
    paid Harmony 85% of the premium money they received from AHCA so “they
    didn’t have to pay it back.” Lettiere’s analysis still resulted in a $10 million
    projected refund because Harmony had existed for only a few months of CY 2003.
    To reduce the refund as close as possible to zero, as Farha requested, the team
    needed to include additional non-qualifying expenses.
    To reduce the refund, Kale told West to add in such non-qualifying items as:
    (1) a portion of all the pharmacy costs that correlated to the percentage of claims
    physicians submitted relating to behavioral health care; (2) both fee-for-service and
    capitation payments to primary-care physicians, including claims in which only a
    secondary diagnosis related to mental health (thus, for example, WellCare would
    include its payments for a claim involving a “broken arm” if the physician had
    included “depression” as a secondary diagnosis); and (3) claims either (a) paid to a
    mental health provider, (b) involving a mental health diagnosis, or (c) using a
    mental health procedure code, even though the CMH and TCM handbooks
    required all three elements for a claim to be considered a qualifying expense. West
    characterized these expenses as “gray areas” and “questionable items,” or in some
    instances “not even remotely close to behavioral health” expenses. Years later,
    22
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    Kale, during a secretly-recorded conversation, admitted: “Yeah, I did that analysis,
    I . . . remember this all too well.” Kale added, “We got very creative.”
    After including all of these non-qualifying items, the team managed to
    reduce Staywell and HealthEase’s collective total refund figure for CYs 2002 and
    2003 to $6,147,700. On behalf of the team, Smith emailed Behrens and Bereday
    their final figures. Bereday then emailed Farha:
    After much back and forth, there is not going to be further change.
    Kale is already waivering [sic] in his support of this number, there
    was difficulty obtaining verifiable data that we felt could survive
    audit, and Paul [Behrens] feels we are currently being as aggressive as
    possible while still defensible.
    Smith is bringing you the certification now that you need to sign.
    Farha responded, “ok.”
    Staywell and HealthEase completed their CY 2002 and 2003 Worksheets
    consistent with the spreadsheet that Kale, West, and Smith produced. Staywell
    reported to AHCA that it spent $1,848,330 (41.1% of its premium for CMH/TCM)
    on qualifying services in CY 2002 and $4,519,744 (50.5% of its premium for
    CMH/TCM) on qualifying services in CY 2003. This resulted in Staywell paying
    a $1,746,965 refund for CY 2002 and a $2,634,626 refund for CY 2003.
    HealthEase reported to AHCA that it spent $1,663,077 (57.9% of its premium for
    CMH/TCM) on qualifying services in CY 2002 and $3,684,423 (61.2% of its
    premium for CMH/TCM) on qualifying services in CY 2003. This resulted in
    23
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    HealthEase paying a $636,433 refund for CY 2002 and a $1,129,676 refund for
    CY 2003. The entities collectively refunded $6,147,700 for CY 2002 and 2003.
    Farha signed off on the Worksheets affirming that “the expenditure
    information reported is true and correct to the best of [his] knowledge and belief.”
    At trial, West testified that the 80/20 expenses Staywell and HealthEase reported in
    their CY 2002 and CY 2003 Worksheets were “false number[s].”
    The government’s expert witness, Harvey Kelly, also testified the reported
    expenses were false. Kelly was a forensic accountant, CPA, and managing director
    at a financial consulting firm. Kelly reviewed and analyzed WellCare’s records,
    including its claims database. Based on his claims analysis, Kelly testified that the
    numbers WellCare reported were “not true and accurate,” bearing “no logical
    relationship . . . between monies paid to third-party providers for the provision of
    outpatient behavioral healthcare services.” While Staywell and HealthEase
    collectively reported an 80/20 expense total of $3,511,407 for CY 2002, their
    actual qualifying expenses totaled a mere $923,274, a difference of $2,588,133.
    The difference was even greater for CY 2003. Staywell and HealthEase reported
    an expense total of $8,204,167 for CY 2003, but their actual qualifying expenses
    totaled $3,350,656, a difference of $4,853,511. This means that in CY 2002 and
    CY 2003, Staywell and HealthEase over-reported their expenses by over $7
    million and substantially underpaid their refunds.
    24
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    B.    CY 2004 Reports
    AHCA renewed its contracts with Staywell and HealthEase for 2004. The
    new contract and the CY 2004 cover letter instructed: “For reporting purposes . . .
    ‘behavioral health services’ are defined as those services that the Plan is required
    to provide as listed in the Community Mental Health Services Coverage and
    Limitations handbook and the Targeted Case Management Coverage and
    Limitations handbook.” The new contract also instructed: “For reporting purposes
    . . . ‘expended’ means the total amount, in dollars, paid directly or indirectly to
    behavioral health providers solely for the provision of behavioral health services
    . . . not including administrative expenses or overhead of the plan.” (emphasis
    added). In January 2005, both Farha and Kale signed a WellCare “policy and
    procedure” document that mirrored the contract language.
    In February 2005, AHCA sent Staywell and HealthEase the CY 2004
    Worksheets along with cover letters. The substance of the Worksheets and cover
    letters was essentially unchanged. As in CY 2002 and 2003, AHCA completed
    line 1 of the Worksheets, showing the CY 2004 premium amount paid to Staywell
    and HealthEase for CMH/TCM services.
    As she had during the previous reporting cycle, Pearl Blackburn routed the
    80/20 reporting materials to Farha, Behrens (again, the “owner” of the project), and
    Kale. In response, on February 14, 2005, Farha emailed a group of people,
    25
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    including Behrens, Kale, Bereday, and Smith. Farha wrote: “Team, lets [sic] be
    sure we handle this one appropriately. Who is on point for this process?” Behrens
    replied: “Todd, I am on point for the completion of this required form.
    Specifically, Bill White is working with Medical Economics to assure timely and
    appropriate completion.” Smith and West were again tasked with compiling data
    for the reports.
    West testified that he had expected Staywell and HealthEase to report
    qualifying expenses totaling 85% of the premium each entity had received from
    AHCA. That was because, according to Smith, Staywell and HealthEase
    contracted with Harmony for the purpose of paying 85% to Harmony and avoiding
    a refund. For CY 2003, West had used the sub-capitated Harmony payments for
    the last two months of the year but otherwise counted an assortment of varied
    expense items for the reports. Because Harmony existed for all of CY 2004, and
    assuming Staywell and HealthEase had in fact paid Harmony 85% of their
    premium, West thought Staywell and HealthEase should refund nothing to AHCA.
    But Smith gave West different instructions. “The idea was to come up with
    a payback” after all. Smith told West to produce three preliminary refund
    scenarios based on different assumptions and generate total refunds of $0, $1
    million, and $1.5 million. The idea was to refund at least some amount to AHCA
    (presumably to avoid an audit). Because reporting that Staywell and HealthEase
    26
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    had each paid Harmony 85% of their premium would result in no refund, West had
    to adjust downward from 85%.
    To manipulate the figures and create three refund scenarios, West relied on
    the fact that not all of Staywell’s and HealthEase’s payments to Harmony covered
    qualifying outpatient behavioral health care services. Staywell and HealthEase
    each paid Harmony a significant portion of premium for non-qualifying inpatient
    behavioral health care services, for which there was no AHCA reporting
    obligation. While the entities’ journal entries recorded the total amount Staywell
    and HealthEase each had paid Harmony, neither the records nor the entities’
    contracts with one another distinguished between inpatient and outpatient
    payments. West therefore arbitrarily divided Staywell’s and HealthEase’s total
    respective payments into inpatient and outpatient portions, which West would then
    manipulate to create his refund scenarios.
    West created numerous spreadsheets titled “AHCA Behavioral Health (TCM
    and CMH) Payback Calculation.” Each spreadsheet identified a different portion
    of the CY 2004 premium for CMH/TCM as having been paid to Harmony: at 85%,
    Staywell and HealthEase would refund nothing; at 70%, they would collectively
    refund about $1 million; at 67%, they would collectively refund about $1.5 million.
    For each refund scenario, as West reduced the outpatient portion of Staywell’s and
    HealthEase’s sub-capitated payments to Harmony, he offset that reduction by
    27
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    increasing the inpatient portion. West never considered the actual amounts paid to
    health care providers for CMH/TCM services. West did not consult the Medicaid
    handbooks as he had the year before. The amounts Staywell and HealthEase
    actually paid (through Harmony) to health care providers for CMH/TCM services
    were not reflected in any of his three calculations.
    Smith later revised his instructions to West: the combined refund should
    total approximately $800,000, with Staywell and HealthEase each paying a
    portion, and the inpatient rates Staywell and HealthEase paid to Harmony should
    be the same. 8 These criteria had nothing to do with actual expenses for
    CMH/TCM services. West explained that Smith’s parameters required him to
    “back[] into” inpatient rates for both Staywell and HealthEase, increasing one
    HMO’s refund figure and decreasing the other’s until the inpatient rates were the
    same for both. West changed the numbers in his spreadsheets to comply with
    Smith’s instructions, thereby producing a fourth refund scenario. As Kelly, the
    forensic accountant, explained, West’s calculations focused not on determining
    qualifying expenses but on coming up with a desirable refund figure to AHCA.
    West discussed his work with Behrens, and Staywell’s and HealthEase’s
    final Worksheets were again based on West’s calculations. This time, Imtiaz
    8
    The total sub-capitated rate that Staywell and HealthEase each paid Harmony was not
    broken down into inpatient and outpatient rates in Harmony’s contracts. West thus manipulated
    the inpatient and outpatient rates to create these refund scenarios.
    28
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    Sattaur, then president of Staywell and HealthEase, signed instead of Farha. At
    trial, however, Sattaur testified that the work of WellCare’s Medical Economics
    team “would be approved by Mr. Paul Behrens, and the ultimate sign-off on the
    approval of whether [the Worksheets get] filed with the State would be by Mr.
    Todd Farha.”
    Staywell certified to AHCA that, in CY 2004, it spent $6,525,079 (72.1% of
    its premium for CMH/TCM) on qualifying services. Staywell therefore refunded
    $713,642 to AHCA. HealthEase certified that, in CY 2004, it spent $5,119,436
    (79.0% of its premium for CMH/TCM) on qualifying services. HealthEase
    therefore refunded $65,707 to AHCA. The combined total expenses were
    $11,644,515 and the combined total refund was $779,349.
    West testified that the 80/20 expenses Staywell and HealthEase reported on
    their Worksheets were “false number[s].” Kelly, the forensic accountant,
    confirmed the falsity of Staywell’s and HealthEase’s reports. Based on an analysis
    of claims data, Kelly testified that Staywell’s and HealthEase’s actual CY 2004
    qualifying expenses totaled only $3,522,000, a difference of $8,122,515. By over-
    reporting their expenses by over $8 million, Staywell and HealthEase substantially
    underpaid their refunds.
    WellCare’s own internal documents also confirmed the falsity of Staywell’s
    and HealthEase’s CY 2004 reports. Smith directed West to calculate for internal
    29
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    use Staywell’s and HealthEase’s “actual expenditures” in monies “actually being
    used for [CMH/TCM services].” West testified that he created a spreadsheet,
    partly with Clay’s input, which calculated Staywell’s and HealthEase’s
    CMH/TCM expenses according to the “strict definition” of qualifying expenses
    found in the CMH and TCM handbooks provided by AHCA. According to West’s
    spreadsheet, Staywell and HealthEase (through Harmony) had actually spent only
    $3,237,891.98 combined (19.9% of their premium) on CMH/TCM services in
    CY 2004, far below the $11,644,515 they reported to AHCA.
    West testified that, if claims for additional procedure codes provided by
    Kale were factored in, Staywell and HealthEase’s 80/20 expense percentage rose
    from 19.9% to 22.6%. Even if all of Harmony’s administrative costs were
    included, the percentage rose to only 51.1%. These percentages were still well
    short of the 72.1% and 79.0% expense percentages Staywell and HealthEase
    reported to AHCA in the Worksheets.9 Subsequently, Bereday shared with Farha a
    presentation that detailed Staywell’s and HealthEase’s reported expenses (72.1%
    and 79.0% respectively) and revealed what the entities’ “Medical Costs” were as
    defined by AHCA—that is, their actual qualifying expenses (19.9%, 22.6%, or
    51.1%, per West’s analysis). Farha thus knew that Staywell and HealthEase had
    9
    As we discuss infra, there was a mathematical error in the premium figure AHCA listed
    on line 1 of the Worksheets for CY 2002 through 2004. Even if AHCA had listed the correct
    figure on line 1 of the Worksheets for CY 2004, Staywell’s and HealthEase’s qualifying expense
    percentages would still have been far below what they reported for CY 2004. Line 1 did not
    affect Staywell’s and HealthEase’s qualifying expenses.
    30
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    not reported their expenses for CMH/TCM services consistent with AHCA’s
    definition of qualifying expenses.
    C.    CY 2005 Reports
    In mid-April 2006, AHCA sent Staywell and HealthEase the Worksheets for
    CY 2005 with instructional cover letters. Once again, the Worksheets listed
    “Targeted Case Management” and “Community Mental Health” as the only
    qualifying expenses on line 2. The Worksheets also defined “behavioral health
    services” as “community mental health and targeted case management services
    only.” As in prior years, AHCA completed line 1 of the Worksheets, showing how
    much premium Staywell and HealthEase received in CY 2005.
    While AHCA made minor wording changes to the Worksheet, AHCA
    revised the cover letter in some notable ways. The new cover letter now quoted
    language from the 80/20 law rather than from the AHCA contracts. Also, previous
    cover letters had instructed Staywell and HealthEase to use the CMH and TCM
    handbooks to determine which types of behavioral health care services qualified
    under the 80/20 rule. This time, the cover letter listed the only authorized
    procedure codes for eligible expenses, stating:
    The Agency has determined that for this purpose, “behavioral health
    care services” is defined as community mental health (procedure
    codes H0001HN; H0001HO . . . or T1023HF) and targeted case
    management (procedure codes T1017; T1017HA; or T1017HK).
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    The AHCA contract in CY 2005 was the same one as CY 2004, and consequently
    still required Staywell and HealthEase to report only money paid to health care
    providers, not any administrative expenses or overhead.
    In mid-March 2006, before WellCare received the CY 2005 Worksheets,
    WellCare’s Medical Economics team started working on Staywell’s and
    HealthEase’s CY 2005 reports. West encountered several new hurdles. During
    CY 2005, AHCA had paid Staywell and HealthEase substantially more in
    capitation money for CMH/TCM services than previous years due to AHCA’s
    expanding the CMH/TCM program statewide. Although Staywell and HealthEase
    now covered CMH/TCM services for all of Florida (rather than just Areas 1 and 6),
    Staywell and HealthEase had not paid any of this new premium money to
    Harmony, which held the subcontracts with providers. In CY 2004, AHCA had
    allocated $15,529,829 as Staywell and HealthEase’s combined premium. But in
    CY 2005, West estimated that Staywell and HealthEase combined received
    $30,310,183, almost twice as much.
    When West calculated the prospective CY 2005 refunds using Staywell’s
    and HealthEase’s existing sub-capitation rates to Harmony and the same Harmony
    inpatient rates from CY 2004, West projected that Staywell and HealthEase would
    collectively owe AHCA an $11.9 million refund. West explained the problem to
    32
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    Clay and WellCare employee Bill White. White said, “[W]e should have changed
    our contract [with Harmony], and we didn’t.”
    West reported to Kale that if they wanted to refund nothing for CY 2005,
    they would have to reduce Harmony’s inpatient rate, which was $4.91 PMPM in
    CY 2004, to between $1.50 and $2.46 PMPM. Kale responded, “[T]his is good
    information.” Kale added, “If we wanted a small payback with an MLR below 80,
    we can attempt to justify a[n inpatient] number around 2.75 or 3.00. Thanks.”
    To avoid dramatically reducing the inpatient rate for both Staywell and
    HealthEase, the reporting team instead added (1) Staywell’s sub-capitation
    payments to Harmony of $7,337,954 for CMH/TCM services generally and
    (2) Harmony’s payments of $5,263,500 to health care providers in Areas 2-5 and
    7-11, thereby manipulating Staywell’s total expense figure to be $12,601,454. For
    HealthEase, the team added (1) HealthEase’s sub-capitation payments to Harmony
    of $6,169,747 for CMH/TCM services generally and (2) Harmony’s payments of
    $5,122,816 to health care providers in Areas 2-5 and 7-11, thereby manipulating
    HealthEase’s total expense figure to be $11,292,563. At trial, Kelly, the forensic
    accountant, described this maneuver as a kind of “double counting.” Although
    Staywell and HealthEase had not actually paid Harmony any of the increased
    premium they had received for the CMH/TCM program expansion, Harmony
    nevertheless had covered CMH/TCM claims statewide. Kelly explained, “You
    33
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    can’t have it both ways. You can’t say . . . ‘I’m going to pay you for the
    capitation,’ and ‘oh, by the way, you know, if you pay any providers, I’ll tell the
    state I paid the providers too.’”
    With this method, West projected Staywell and HealthEase would owe a
    combined refund of $699,223, far less than the $11.9 million West had originally
    projected. West was optimistic about this calculation maneuver because the total
    projected refund amount was close to the previous year’s refund of almost
    $800,000 without dramatically affecting Harmony’s inpatient rate. In a group
    email that included Clay, West explained his work and wrote “I think we got it!”
    But not quite. West’s calculations were based on his estimate that Staywell
    and HealthEase had received a combined $30,310,183 in premium for CMH/TCM
    services for CY 2005. West estimated a $30,310,183 premium figure based on
    information from rate tables on AHCA’s website. On April 18, AHCA emailed
    Staywell and HealthEase the CY 2005 Worksheets. On line 1, AHCA allocated a
    $12,306,570 premium to Staywell and a $12,572,017 premium to HealthEase. The
    combined total premium of $24,878,587 was about $5.4 million less than West’s
    original $30,310,183 estimate.
    This $5.4 million difference between the actual premium figure on the
    Worksheets and West’s estimated premium figure came to be known as the
    34
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    “premium difference.” 10 Those both inside and outside of Medical Economics at
    WellCare did not know what to make of this premium difference between what
    AHCA said it had paid Staywell and HealthEase for outpatient behavioral health
    care, reflected on line 1, and what West estimated AHCA had paid. In the past, the
    premium figures on line 1 of the Worksheets had differed from West’s estimates
    by only a slight amount. Now, the difference substantially affected the refund
    calculation, resulting in neither Staywell nor HealthEase owing a refund.
    Despite their confusion, no one at WellCare called AHCA for clarification,
    even though the cover letters accompanying the Worksheets invited them to do so.
    From mid-April to mid-June 2006, the expense reporting team discussed what to
    make of this premium difference and whether it should factor into the expenses
    Staywell and HealthEase would report to AHCA. Of course, what Staywell and
    HealthEase actually spent on qualifying expenses was unrelated to the premium
    AHCA listed on line 1 of the Worksheets. Any change on line 1 would affect the
    HMOs’ refunds but not their qualifying expenses.
    Over the next several weeks, West and others considered a variety of refund
    scenarios. By mid-June, they found themselves up against the submission deadline
    10
    For the first few 80/20 reporting cycles, AHCA’s premium figures on line 1 of the
    80/20 Worksheets were inaccurate due to an error in the rate tables on AHCA’s website. In prior
    years, the Worksheet premium figures included money for some inpatient behavioral health care
    services (non-80/20) in addition to the money Staywell and HealthEase received to cover
    outpatient behavioral health care, namely CMH/TCM services. As a result, the premium figures
    on the Worksheets were too high. For CY 2005 and years following, AHCA corrected that error
    and listed the correct premium figures on the 80/20 Worksheets.
    35
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    for Staywell’s and HealthEase’s Worksheets. Clay met with Farha and suggested
    that Staywell and HealthEase refund nothing for CY 2005. Farha disagreed,
    explaining to Clay, “No, we’re not going to do it like that. You have to pay the
    Gods something.”
    Clay passed Farha’s orders along to West: “Farha wants to pay back a
    million.”11 West was not sure how that request could be met. After rocking back
    and forth on his heels and glancing around for a few moments, Clay asked, “We
    have a premium difference, don’t we?” “Yeah,” West answered. Clay pressed,
    “Well, if you refunded that?” As discussed below, Clay instructed West to run the
    numbers using the premium difference calculation Clay had suggested. West
    testified that Clay then stared off into the distance and said to no one in particular,
    “[I] was told to find a million. [I] didn’t know how [I] could do it, and [I] did it.”
    Before encountering the premium difference, West had counted both
    (1) Staywell and HealthEase’s combined sub-capitation payments to Harmony,
    $13,507,701, and (2) Harmony’s fee-for-service payments to providers in Areas 2-
    5 and 7-11, $10,386,316. Now, to reach Farha’s desired $1 million refund, Clay
    instructed West to subtract the premium difference from Harmony’s total fee-for-
    service payments in Areas 2-5 and 7-11. This calculation simply halved the fee-
    for-service costs that Staywell and HealthEase double counted and yielded the
    11
    West later testified that Behrens and Bereday also confirmed to West that Farha wanted
    to refund about one million dollars to AHCA for CY 2005.
    36
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    desired result, increasing the combined refund total for Staywell and HealthEase to
    about $1.4 million. As with other aspects of Staywell and HealthEase’s evolving
    expense reporting methodology, this premium difference calculation bore no
    relationship to what Staywell and HealthEase (through Harmony) had actually paid
    providers of CMH/TCM services or even to what Staywell and HealthEase had
    paid Harmony. Kelly, the forensic accountant, testified: “You have them including
    as components like the premium difference that has nothing to do with actual
    amounts expended or providing services.”
    On June 15, 2006, West, Behrens, and Clay reviewed the final numbers and
    then walked toward Bereday’s office. On the way, Behrens slipped into Farha’s
    office, and West overheard a discussion about “1.4.” Behrens rejoined the group
    and confirmed, “1.4 is okay.”
    As he looked over West’s spreadsheet, Bereday had questions. “I
    understand [Farha] wants to make a million dollar payback,” he said, but “I also
    see we’re refunding premium.” Bereday asked West about the premium difference
    and how confident West was about the premium estimates West had used in his
    refund calculations. West answered that the only way to be sure would be to call
    an AHCA financial analyst. “No,” Bereday told West, “[Y]ou’re not going to call
    . . . AHCA.”
    37
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    Because Sattaur was out that day, Bereday invited WellCare’s Jim
    Beermann into his office to certify the Worksheets. Bereday briefed Beermann on
    the Worksheets, explaining why WellCare had established Harmony and the
    components of the refund calculations, including the sub-capitation payments to
    Harmony, the double-counting calculation, and the premium difference calculation.
    West testified that after hearing all of this, Beermann looked “pretty
    uncomfortable,” and Beermann “backed himself up against the door, like he was
    trying to push himself out of the room.” Beermann suggested they wait for Sattaur
    to return so that he could certify the expense reports. But, according to West,
    Bereday, Behrens, and Clay immediately insisted, “No, no, it’s got to go today,
    you’re signing it.” Beermann relented and signed the certifications.
    Staywell certified to AHCA that it spent $9,587,573 or 77.9% of its
    premium for CMH/TCM on qualifying services in CY 2005 and refunded
    $257,683 to AHCA. HealthEase certified it spent $8,874,848 or 70.6% of its
    premium for CMH/TCM on qualifying services in CY 2005 and refunded
    $1,182,766 to AHCA. Combined, Staywell and HealthEase reported $18,462,421
    in expenses and paid a $1,440,449 refund.
    At trial, West admitted that the expenses Staywell and HealthEase reported
    for CY 2005 had nothing to do with what they paid to providers for CMH/TCM
    services. Based on his analysis of claims data, Kelly, the forensic accountant,
    38
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    testified that, while Staywell and HealthEase together had reported $18,462,42 in
    CMH/TCM expenses for CY 2005, their actual qualifying expenses, based on what
    Harmony paid to health care providers, totaled $13,100,136, a difference of
    $5,362,285. By over-reporting their expenses by over $5 million, Staywell and
    HealthEase substantially underpaid their refunds.
    WellCare’s internal records also revealed Staywell’s and HealthEase’s
    CY 2005 reports were false and fraudulent. Starting with CY 2005, West’s
    internal spreadsheets included a calculation of Staywell’s and HealthEase’s
    qualifying expenses and corresponding refunds if they counted only the money
    Harmony paid to providers for CMH/TCM services. West’s spreadsheets revealed
    that their qualifying expenses were much less than they reported to AHCA. As
    both West and the Kelly explained at trial, West’s spreadsheets showed that
    Staywell and HealthEase combined (through Harmony) had paid to health care
    providers only $12,956,122 or 52.1% of their premium on CMH/TCM services,
    and that they should have refunded $6,946,748 to AHCA. It was no secret that
    Staywell and HealthEase truly owed $6,946,748. Only days before Beermann
    certified the Worksheets, Clay wrote Behrens, saying, “If we took AHCA
    payments and AHCA definitions of eligible care we would owe them $6.9
    million.” Instead, due to Staywell’s and HealthEase’s false reporting, they
    refunded only $1,440,449 to AHCA.
    39
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    D.    CY 2006 Reports
    We now turn to CY 2006, the reporting year for which Farha, Behrens, and
    Kale were convicted of health care fraud as to the false and fabricated expenses
    reported in the Worksheets, in violation of 
    18 U.S.C. § 1347
    , and Behrens was
    convicted of making false statements, in violation of 
    18 U.S.C. § 1035
    . This was
    the fourth year that Staywell and HealthEase reported to AHCA their qualifying
    expenses for CMH/TCM services. By this time, it was perfectly evident that
    AHCA wanted to know what Staywell and HealthEase were paying to health care
    providers. AHCA’s instructions were direct and unambiguous in three places:
    (1) the contract, (2) the Worksheets, and (3) the cover letters.
    For 2006, AHCA, Staywell, and HealthEase executed new contracts, which,
    as before, expressly instructed: “For reporting purposes . . . ‘expended’ means the
    total amount, in dollars, paid directly or indirectly to community behavioral health
    services providers solely for the provision of community behavioral health
    services, not including administrative expenses or overhead of the plan.” (emphasis
    added). AHCA’s requirement was clear: only money paid to health care providers
    for CMH/TCM services qualified. Staywell and HealthEase could not include
    administrative or overhead expenses. As in prior years, Farha signed a WellCare
    policy and procedure document agreeing to adhere to the 80/20 requirement
    described in the 2006 AHCA contract.
    40
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    In February 2007, AHCA sent Staywell and HealthEase the Worksheets for
    CY 2006 with instructional cover letters. The Worksheets cited the 80/20 law and
    explained that Staywell and HealthEase were required to spend at least 80% of
    their outpatient behavioral health premium money on “behavioral health services.”
    The Worksheets defined “behavioral health services” as “community mental health
    and targeted case management services only.” (emphasis added). The Worksheets
    were clear that AHCA was asking Staywell and HealthEase to state expenses for
    only CMH/TCM services. The Worksheets required the CEO or President of
    Staywell and HealthEase to certify that the reported expenses were true and
    correct. AHCA completed line 1 of the Worksheets, listing the portion of
    Staywell’s and HealthEase’s premium allocated to CMH/TCM services.
    The CY 2006 cover letters closely mirrored the CY 2005 cover letters. Like
    the Worksheets, the letters instructed that Staywell and HealthEase were subject to
    the 80/20 law and quoted a portion of the the statute as follows:
    To ensure unimpaired access to behavioral health care services by
    Medicaid beneficiaries, all contracts issued pursuant to this paragraph
    shall require 80 percent of the capitation paid to the managed care
    plan, including health maintenance organizations, to be expended for
    the provision of behavioral health care services. In the event the
    managed care plan expends less than 80 percent of the capitation paid
    pursuant to this paragraph for the provision of behavioral health care
    services, the difference shall be returned to the agency.
    The letters listed the specific CMH/TCM procedure codes that Staywell and
    HealthEase could count in reporting qualifying expenses. The letters admonished:
    41
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    “Report expenditures for behavioral health care services that cover targeted case
    management and community mental health services only.” The letters invited
    Staywell and HealthEase to contact AHCA if they had any questions regarding
    their reporting obligations.
    A group email exchange ensued, which included Behrens, Kale, and Clay.
    Behrens announced to the group that he would “take point” on completing
    Staywell’s and HealthEase’s 80/20 submissions. For CY 2006, Staywell and
    HealthEase had modified their contracts with Harmony and increased their sub-
    capitation rates and payments. This adjustment was intended to account for the
    increased premium AHCA was paying now that the CMH/TCM program was
    statewide. West testified, however, that he calculated the new sub-capitation rates,
    which had nothing to do with actual behavioral health care expenses. West set the
    new rates to reflect 85% of Staywell’s and HealthEase’s projected premium for
    CMH/TCM services.
    West testified that during a meeting in Behrens’s office, he related that
    another company had paid $5 million to settle with AHCA over the reporting
    method it had used. West personally hoped Behrens would “take the bait.” But
    Behrens explained, “[T]he system works good for us. We pay them a million
    dollars. That’s enough. They think the system works, and so, that’s it.” Behrens
    believed that, if Staywell and HealthEase refunded about one million dollars to
    42
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    AHCA, AHCA would likely just accept Staywell’s and HealthEase’s numbers and
    forgo an audit.
    In determining the expense figures to report for CY 2006, West worked with
    actuary Jian Yu, the new director of WellCare’s Medical Economics department.
    West explained to Yu (1) how Staywell and HealthEase had determined their
    expense figures in previous years and (2) that, the year before, Farha wanted to
    refund about one million dollars to AHCA. In West’s words, “it became ‘how do
    you get there.’” West told Yu of his concern that since Staywell and HealthEase
    had increased their sub-capitation rates and payments to Harmony, Staywell and
    HealthEase might not have any amount to refund to AHCA at all. Yu told West to
    calculate expenses the same way as he had the previous year and to get the refunds
    as close as he could to the CY 2005 numbers.
    Subsequently, West sent Yu a spreadsheet that displayed Staywell’s and
    HealthEase’s expense and refund figures for all prior reporting years. West’s
    spreadsheets also displayed three CY 2006 refund scenarios, each showing
    different expense figures that yielded different refund amounts. In each scenario,
    West used the inpatient rate from the previous year to calculate the portion of the
    sub-capitation payments that Staywell and HealthEase would count as qualifying
    CMH/TCM expenses.
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    In the first scenario, West used the amount of the outpatient portion of
    Staywell’s and HealthEase’s sub-capitation payments to Harmony and reduced it
    by a specific sum, which West labeled a “Missing Premium.” This scenario
    mirrored West’s methodology for the CY 2005 Worksheets, except it did not
    involve double-counting both sub-capitation payments to Harmony and some of
    Harmony’s fee-for-services costs paid to providers. The second scenario was the
    same except the “Missing Premium” amount was reduced. The third scenario did
    not include a “Missing Premium” item at all, resulting in Staywell’s and
    HealthEase’s “Medical Costs” being the same hypothetical outpatient portion of
    the sub-capitation payments to Harmony (calculated by subtracting the inpatient
    portion of the sub-capitation, based on an artificial inpatient rate of $4.68 PMPM).
    The third scenario was similar to the methodology West used for CY 2004.
    West calculated the total combined refund for Staywell and HealthEase
    under each of these three scenarios as: (1) $1,948,246; (2) $1,354,226; and (3) $0.
    None of West’s scenarios attempted to calculate as qualifying expenses what
    Harmony had actually paid to providers of CMH/TCM services.
    West recommended the second scenario to Yu because it was the best option
    for reaching a refund between $1 million and $1.5 million. Yu disagreed,
    preferring not to use a “Missing Premium” calculation at all. Yu instead asked
    West to calculate the percentage of outpatient behavioral health care claims that
    44
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    used AHCA-approved CMH/TCM procedure codes and to multiply that percentage
    by the outpatient portion of the sub-capitation payments to Harmony. The use of
    the CMH/TCM codes in this way still would not generate accurate expenses
    because the percentage Yu asked West to generate was a percentage of total claims
    using the authorized codes, not a percentage of total dollars spent on authorized
    claims.
    Another serious problem with this calculation was that West did not have
    any current claims data, and the submission deadline was near. So with Yu’s
    approval, West used older claims data to generate the percentage figure Yu
    requested (incidentally 85%). He multiplied 85% by the outpatient portion of the
    sub-capitation payments to Harmony. Doing so yielded an expense percentage of
    77.0% and a combined refund total of $1,108,726.
    West and Yu met with Behrens several times to discuss their calculations.
    After West and Yu finalized their calculations, Behrens asked Yu why they were
    not adjusting their expense figures to account for the premium difference as they
    had for CY 2005. Yu responded that such a method was not “actuarially sound.”
    In response to Yu’s comment, Behrens grinned at West, licked his thumb, and held
    it up, as if testing the weather.
    Staywell and HealthEase once again submitted to AHCA their certified
    Worksheets. Staywell’s Worksheet certified that Staywell spent $14,235,874 or
    45
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    78.3% of its premium for CMH/TCM on qualifying services in CY 2006, resulting
    in a $305,828 refund to AHCA. HealthEase’s Worksheet certified that HealthEase
    spent $14,668,012 or 75.9% of its premium for CMH/TCM on qualifying services,
    resulting in a $802,898 refund to AHCA. The combined total expenses for
    Staywell and HealthEase was $28,903,886, and the combined total refund was
    $1,108,726. Behrens approved Staywell’s and HealthEase’s refunds to AHCA,
    and the refund checks bore Farha’s signature.
    At trial, West testified that the expenses Staywell and HealthEase reported in
    their CY 2006 Worksheets were “false number[s].” Kelly, the forensic accountant,
    testified that Staywell’s and HealthEase’s reported expenses were “not true and
    accurate” and bore “[n]o logical relationship” to “moneys paid to third-party
    providers for the provision of outpatient behavioral healthcare services.” Based on
    his claims analysis, Kelly testified that Staywell and HealthEase’s combined actual
    qualifying expenses totaled $19,909,625, which was $8,994,261 less in expenses
    than the $28,903,886 in expenses they reported to AHCA. Simply put, in CY 2006
    Staywell and HealthEase over-reported their expenses by almost $9 million and
    substantially under-paid their refunds.
    WellCare’s own internal records show that Staywell and HealthEase
    reported false, inflated expense figures to AHCA in CY 2006. West’s final
    spreadsheet displayed these actual qualifying expenses and corresponding refunds,
    46
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    along with the falsely inflated expenses and correspondingly deflated refunds
    Staywell and HealthEase submitted to AHCA. As both West and Kelly explained
    at trial, West’s spreadsheet showed that Staywell and HealthEase spent only
    $17,904,508 or 47.7% of their premium for CMH/TCM services on qualifying
    expenses, and they therefore should have refunded $12,108,104 to AHCA.
    Instead, Staywell and HealthEase reported $28,903,886 or 77.0% in CMH/TCM
    expenses and refunded only $1,108,726 in CY 2006.
    By CY 2006, WellCare’s use of Harmony was serving its purpose. The
    evidence sufficiently showed that with accurate reporting that year, Staywell and
    HealthEase should have refunded approximately $12 million to AHCA. But by
    creating Harmony and reporting what Staywell and HealthEase paid it, rather than
    what they paid providers of CMH/TCM services, WellCare, in CY 2006 alone,
    avoided refunding approximately $11 million. To avoid an audit by AHCA that
    might reveal this fact, Staywell and HealthEase did not even report the full sub-
    capitation payments that they paid Harmony. They instead manipulated the
    numbers to generate an arbitrary refund amount of slightly over $1 million to avoid
    drawing AHCA’s attention. Kelly testified that through these years, Staywell and
    HealthEase used inconsistent 80/20 reporting methods that started with a
    predetermined refund amount and worked backward to reach that result.
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    E.    Cumulative Impact
    Kelly testified about the cumulative impact Staywell’s and HealthEase’s use
    of their Harmony pass-through reporting method had on their reported expenses
    and refunds. He testified, based on his claims analysis, that across all reporting
    periods from CY 2002 to CY 2006, Staywell and HealthEase had actually paid
    providers only $40,805,691, which was $29,920,705 less than the $70,726,396 in
    total expenses they reported to AHCA.
    Kelly also testified that he had examined WellCare’s Form 10-K, a restated
    financial statement (the “restatement”) publicly filed with the Securities and
    Exchange Commission (“SEC”) in 2007 to correct for accounting errors in
    WellCare’s compliance with its refund obligations under the AHCA contracts.
    Kelly examined the working papers of Deloitte & Touche LLP, the outside
    accounting firm that audited and prepared the restatement. Based on the audited
    numbers in the restatement, Kelly calculated Staywell and HealthEase collectively
    had owed AHCA $35,134,000 more in refunds across all reporting periods than
    they had paid due to their false 80/20 expense reporting.
    Using the restatement numbers, Kelly also calculated the impact Staywell’s
    and HealthEase’s use of their Harmony pass-through reporting method had on
    WellCare’s net income before taxes for tax years 2004, 2005, and 2006. He
    calculated that Staywell and HealthEase’s combined net income before taxes
    48
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    should have been 13.9% lower in 2004, 8.8% lower in 2005, and 6.5% lower in
    2006 than they had previously reported without use of their Harmony pass-through
    reporting method.
    Then, using numbers from his own claims analysis, Kelly calculated that
    Staywell and HealthEase’s combined net income before taxes should have been
    14.7% lower in 2004, 7.4% lower in 2005, and 5.3% lower in 2006 without use of
    their Harmony method. Kelly testified that the two sets of figures, while not
    identical, nevertheless were close. He explained the utility of comparing the two
    sets of figures: “It’s just another measuring point to compare the results and—
    determine the reasonableness of my conclusion.”
    IV. Patient Encounter Data
    Between 2005 and 2007, AHCA learned of the defendants’ fraudulent 80/20
    reporting through distinct but related mandatory reports. AHCA required HMOs
    to report data regarding encounters between patients and medical providers (patient
    “encounter data”). AHCA used the patient encounter data (1) to keep track of the
    types and frequency of medical services delivered to Medicaid patients and (2) to
    set future capitated rates payable to HMOs. Through 80/20 expense reporting,
    AHCA tracked Staywell’s and HealthEase’s annual, aggregate amounts paid to
    providers for CMH/TCM services. But 80/20 reporting did not reveal unit cost per
    49
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    service provided. In contrast, through encounter data reporting, AHCA tracked
    individual services provided to patients and sometimes the cost of those services.
    By 2005, large mismatches between Staywell’s and HealthEase’s reported
    80/20 expenses and their patient encounter data reflecting unit costs for
    CMH/TCM services created discrepancies that AHCA investigated. AHCA
    requested Staywell and HealthEase to submit patient encounter data on several
    occasions. In earlier years, Staywell and HealthEase had priced their patient
    encounter data based on Harmony’s costs—that is, what Harmony paid providers
    for services. By 2007, they shifted to pricing their encounters based on what
    Staywell and HealthEase each paid to Harmony, regardless of what Harmony paid
    to providers.
    We discuss Staywell’s and HealthEase’s patient encounter data reporting
    because it reveals (1) the defendants’ efforts to hide from AHCA salient facts
    regarding their 80/20 reports and (2) the defendants’ intent to defraud with respect
    to the submission of those 80/20 reports. These events also bear directly on the
    conduct for which Clay was charged.
    A.    Discrepancies Discovered
    In early 2005, AHCA discovered discrepancies between Staywell’s and
    HealthEase’s 80/20 expense reports and patient encounter data. Using the patient
    encounter data, AHCA estimated what percentage of premium for CMH/TCM
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    Staywell and HealthEase should have spent on qualifying services. AHCA found
    these percentages to be far lower than the percentages Staywell and HealthEase
    had reported. Staywell had certified to AHCA that it spent 50.5% of its premium
    on CMH/TCM services in CY 2003 and 72.1% in CY 2004. HealthEase had
    certified that it spent 61.2% of its premium on CMH/TCM services in CY 2003
    and 79.0% in CY 2004. By examining their encounter data, however, AHCA
    calculated that Staywell and HealthEase’s combined expenses from July 2003
    through June 2004 should have totaled only 21.1% of their premium for
    CMH/TCM services.12 In April 2005, AHCA requested that Staywell and
    HealthEase provide a detailed explanation to justify the wide variance between
    AHCA’s 21.1% estimate and the much higher percentages Staywell and
    HealthEase had reported in their 80/20 expense reports.
    Keith Sanders, a manager in WellCare’s Medical Economics department,
    drafted a reply letter. The letter truthfully disclosed that, while AHCA had counted
    money paid to providers, Staywell and HealthEase’s 80/20 reports counted
    payments to Harmony:
    In your letter you express concern for differences between your
    calculated aggregate loss ratio of 21.08% and our submitted loss ratios
    of 72.11% and 78.99% for Staywell and HealthEase respectively. We
    believe the differences in loss ratio calculation are due to a difference
    in the view of business entity paying the costs. Our submission is
    12
    WellCare’s internal records for the same period reveal that Staywell and HealthEase,
    through Harmony, paid providers only 19.4%.
    51
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    based on capitated payments to Harmony Behavioral Health, Inc for
    the provision of covered outpatient services under the contract. Your
    calculation is based on capitated payments, fee for service claims, and
    other monthly fixed fees for the same services paid by our contracted
    behavioral health provider Harmony Behavioral Health, Inc to their
    contracted “downstream” providers.
    (emphasis added).
    On May 27, 2005, Pearl Blackburn forwarded a copy of Sanders’s draft
    letter to Behrens, Kale, and Clay, among others. Kale sent Behrens an email
    stating, “Paul, I would recommend that you or Thad [Bereday] have input in this
    letter. Basically, I would suggest that we again state what we did . . . without
    getting into much detail.” Behrens wrote back, “I agree that we need to further edit
    this letter.”
    The letters Staywell and HealthEase ultimately sent to AHCA were tight-
    lipped. The revised letters wholly omitted Sanders’s explanation that Staywell and
    HealthEase counted their sub-capitation payments to Harmony as their 80/20
    expenses, without regard to how much money Harmony paid to actual providers.
    Staywell and HealthEase responded with a smokescreen and did not disclose the
    true cause of the wide variance between their reported expense percentages and
    AHCA’s estimate.
    It is unquestionable that by 2005, WellCare executives, including Behrens,
    Kale, and Clay, knew the wide variance was due to Staywell’s and HealthEase’s
    having reported their payments to Harmony rather than payments to providers. In
    52
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    addition to falsely reporting 80/20 expenses, by 2005 Behrens, Kale, and Clay
    knew that WellCare was actively misleading AHCA regarding the false reporting.
    B.    WellCare Inflates Costs
    On January 2, 2007, AHCA requested Staywell and HealthEase to submit
    patient encounter data for behavioral health care services in Areas 1 and 6 for the
    period of July 1, 2005, through June 30, 2006.
    On January 16, 2007, Robert Butler, WellCare’s Director of Medicaid Policy
    Analytics and former Bureau Chief of AHCA’s Medicaid Program Analysis,
    convened a meeting with other WellCare employees to discuss how to price
    Staywell’s and HealthEase’s behavioral patient-provider encounters.
    Unbeknownst to the meeting’s attendees, WellCare’s Sean Hellein had begun
    secretly recording internal company conversations in preparation for filing a
    whistleblower suit.
    At the meeting, Butler suggested that Staywell and HealthEase price their
    behavioral health patient encounters to reflect what Harmony paid providers for
    health care services. Specifically, Butler pointed out that (1) Harmony was part of
    WellCare, meaning that Harmony’s overhead and profit was retained by WellCare
    as a whole, and thus (2) Staywell’s and HealthEase’s patient encounter data pricing
    should not reflect their payments to a related party (i.e. sub-capitation money paid
    to Harmony) but should instead reflect the cost of services (i.e. money Harmony
    53
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    paid to medical providers). 13 Butler asked whether Harmony provided any mental
    health services itself. “No,” answered one of the meeting’s attendees, “[Harmony
    does] utilizational review . . . it’s administrative dollars . . . [i]t’s all of our
    salaries.” Another added, “It’s overhead.”
    During the meeting, Kale and Clay entered the room and listened to Butler’s
    suggestion that WellCare price its patient encounter data to reflect Harmony’s
    payments to medical providers rather than the sub-capitation sums that Staywell
    and HealthEase paid Harmony. “[I]f we provide what you’re asking for,” Clay
    chimed in, “we’re in deep trouble.” “The whole argument for Harmony,” Clay
    explained to Butler, “is 85 percent, that’s our cost . . . . [T]he state is doin’ this as
    another end around, to find out how much money we’re makin’ in that. Which
    we’ve been finessing, for years.” He added, “[W]e’re gonna have huge numbers
    and were [sic] gonna get a massive rate cut.” Clay continued, “[P]rofit within
    Harmony is upwards of 50%, of that 85%. It’s huge . . . . Harmony direct expense
    for salaries and payroll they’d probably take it. It’s this big slug in the middle,
    which is, the whole reason Harmony exists, to hide this. So, are we gonna report
    that, or not?”
    13
    Later in the meeting, Butler explained why pricing encounters to reflect related-party
    transactions was problematic. He explained that “because it’s a cap, it’s . . . a related entity, you
    may be very healthy in your capitation rate.” West translated at trial: “Very healthy means . . .
    internally inflated costs.” In other words, because Staywell, HealthEase, and Harmony were all
    owned by WellCare, they had an incentive to pay Harmony much more in sub-capitation money
    than an unaffiliated BHO in order to internalize any money not paid out to health care providers.
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    Clay candidly expressed his concern, which others shared, that if AHCA
    learned how much WellCare was profiting off of the premium for CMH/TCM
    services, AHCA would reduce Staywell’s and Healthease’s capitated rates. Clay
    continued, “Every year we’ve fed the gods. We’ve paid them a little money to
    keep them happy. We’ve paid them a million bucks a year, or whatever. If they’re
    now askin’ for us to pay it all, then let’s . . . get that conversation on the table.”
    Another meeting participant, Marc Ryan, shared Butler’s concern with
    reporting Medicaid patient encounter prices to reflect what Staywell and
    HealthEase paid Harmony. Ryan explained why encounters priced that way would
    not “sit well” with AHCA and that AHCA was expecting patient encounters to be
    priced at something closer to Harmony’s actual costs to providers so as to create a
    reliable process for setting capitated rates.
    But Kale disapproved of any patient encounter data pricing methodology
    that would reflect costs as anything less than what Staywell and HealthEase paid
    Harmony because WellCare had not disclosed its 80/20 reporting methodology to
    AHCA:
    While, we’ve danced around this, and we send ’em a check every
    year, we never, have formally been asked to justify, or we’ve never
    been audited for this. So we’ve never shot the [Harmony] gun ever.
    We’ve never had to publically say, this is how we priced it, this was
    our methodology, and we have [Harmony] in the middle getting 85%,
    and that’s where we stand.
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    (emphasis added). After more back-and-forth, Clay added, “I don’t believe you
    can disconnect these [the two reporting processes] . . . . [I]f you price [the
    encounter data at] anything reasonable, we’re gonna show a 50% loss ratio, and
    we’re right back to opening the Kimono.” At trial, West explained that “[o]pening
    the Kimono” was to “reveal” that “WellCare should be making a huge payback” to
    AHCA (since Staywell’s and HealthEase’s medical costs were 40-50% as opposed
    to the 80% required by the 80/20 rule).
    Clay proposed that they calculate patient encounter unit prices by dividing
    the total sub-capitation paid to Harmony by the total number of encounters, which
    Kale supported. Doing so would allow them to account for all the sub-capitation
    payments to Harmony. While Butler entertained this proposal, he stressed the
    importance of being forthright with AHCA about it. Butler explained why patient
    encounter prices should reflect only actual costs in money paid to providers, not
    administration, overhead, and profit for Harmony: AHCA’s actuaries already built
    administration, overhead, and profit into the capitated rate. Butler emphasized that
    if they wanted to price their patient encounter prices to reflect Staywell’s and
    HealthEase’s sub-capitation payments, which he suggested was an “aggressive
    stance,” they should put a “disclaimer with it,” explicitly disclosing how they
    priced their patient encounters. Then, he explained, “If they don’t like the prices,
    they are perfectly capable of repricing them however way they want. And, we
    56
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    haven’t hidden anything we just told them, this is, we recognize our subcap
    arrangement, period.”
    Apparently, Butler’s recommendation of candid disclosure fell flat. As the
    group continued to discuss, Clay reminded the group: “The problem is we got a
    high margin business we are trying to protect.” Clay favored reporting their
    patient encounter prices to match the sub-capitation payments because doing so
    would put the “onus” on AHCA to negotiate the next capitated rate. Clay
    explained, in his view, the patient encounter data reporting process was as “much a
    political negotiation . . . as it [was] an analytic negotiation.” He added, “There’s
    more to this, than just pure analytics.” Ultimately, the group decided to price
    patient encounters by spreading the sub-capitation payments across all Medicaid
    patient encounters. The result was that Staywell and HealthEase would report
    prices well above Harmony’s actual costs for patient services.
    On January 29, 2007, in another secretly-recorded company conversation,
    several WellCare employees discussed the details of Staywell’s and HealthEase’s
    upcoming patient encounter data submissions. Clay said, “I keep wanting . . . to
    make this a simple conversation. It is a simple conversation. I think we’re going
    to have to put some numbers that are about 40 percent higher than we think they
    should be, because we’re making about a 40 percent profit margin. And that’s
    what we’re gonna submit . . . . And that’s all there is to this conversation. It’s that
    57
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    simple.” Clay later added, “[I]t’s just a matter of how inflated a unit cost number
    we’re going to be submitting.”
    On February 9, 2007, several WellCare employees met in Behrens’s office
    to discuss final matters before Staywell and HealthEase submitted their patient
    encounter data to AHCA. During the conversation, Bereday expressed concern
    about an email Butler had sent in connection with the encounter data reporting
    process. Bereday was concerned that Butler had carelessly conceded too much by
    suggesting in an email that it would be “misleading” to characterize Harmony as a
    provider. Sean Hellein quickly corrected Bereday: “[D]o you understand why they
    made that distinction? . . . . [Harmony] is not a provider.” Behrens agreed, “Uh,
    that’s right [Harmony] is not a provider of behavioral health services.”
    Behrens explained, “You can’t refer to them as a provider because
    technically under the, I’ll say, and maybe it’s not the law, but . . . of what, the state
    would consider to be a provider, is like somebody that has a license to provide
    medical services.” But, he added, “[Harmony] is not licensed to provide medical
    services.” Behrens and Hellein agreed that AHCA was concerned with actual
    health care services. Harmony did not provide such services and therefore was not
    a provider because, as Behrens put it, “[Harmony] doesn’t do the laying on of
    hands.” Bereday pressed, “Okay. But it’s a provider to us.” Behrens agreed in a
    58
    Case: 14-12373     Date Filed: 08/11/2016   Page: 59 of 124
    qualified sense: “A provider of services. Just as the electric company is a provider
    to us.”
    Later that day, WellCare submitted its patient encounter data for Areas 1 and
    6. Its cover letter accompanying its encounter data stated vaguely, “Mental health
    encounters have been priced based upon the plans’ arrangements for behavioral
    health services, including those paid on a capitated basis.” The cover letter still did
    not mention that Staywell and HealthEase priced their Medicaid patient encounters
    to reflect payments to Harmony rather than to providers of services, even though
    Butler had originally suggested that Staywell and HealthEase be forthright about
    this fact in their encounter data submissions. At trial, West explained that Behrens
    did not want that detail slipped to AHCA. Behrens even suggested that they hold
    a meeting after submitting their patient encounter data “to make sure that young
    Robert is on message.” West testified that he understood Behrens to mean that
    Robert Butler needed to “understand[] that the encounters [had] been priced up to
    [Harmony] but he’s not to reveal to the agency the relationship between
    HealthEase and Staywell and [Harmony] and the providers.”
    C.    AHCA Requests Backup
    On April 17, 2007, after Staywell and HealthEase submitted their CY 2006
    80/20 expense reports, Hazel Greenberg of AHCA emailed Butler. “Thank you for
    the filing of the Behavioral 80/20 refund reports and checks,” she said. “The
    59
    Case: 14-12373     Date Filed: 08/11/2016   Page: 60 of 124
    Agency is requesting that HealthEase and [Staywell] submit the encounter data,
    with codes and reimbursement amounts for each code, for documentation for the
    2006 Community Mental Health and Targeted Case Management Expenses.”
    Butler promptly alerted Behrens and Kale, among others.
    When West learned that AHCA “want[ed the] backups” to the 80/20
    submission, “[d]own to every . . . [p]rocedure code,” he told his colleagues, “[T]he
    encounters aren’t gonna get you there.” “[It] goes back to where Paul [Behrens]
    was,” he added. “[I]f we cut ’em a check this big, they won’t do anything . . . .
    [W]hen they do something, that’s when you gotta pay the piper.” A colleague
    responded, “We should have sent them 2 million.” This was the first time AHCA
    had requested patient encounter data from Staywell and HealthEase as backup for
    their 80/20 expense reports. West was concerned because AHCA was asking for
    expenses paid per claim and per Medicaid patient encounter, but Staywell and
    HealthEase had not reported their 80/20 expenses based on actual costs in money
    paid to Medicaid providers.
    On April 19, 2007, Behrens convened a meeting with Yu and West to
    discuss AHCA’s request for supporting data. Behrens wanted to include as many
    patient encounters and procedure codes as possible, but West favored including
    only encounters with procedure codes expressly authorized in the cover letters
    accompanying the CY 2006 Worksheets. West also suggested to Behrens that
    60
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    Staywell and HealthEase tell AHCA that they counted the sub-capitation payments
    to Harmony as their expenses in their 80/20 reports. West was “shocked” at how
    dismissive Behrens was of that idea.
    Ultimately, Behrens’s team settled on including as many patient encounters
    as possible and including procedure codes that the Worksheet cover letters had not
    authorized. Staywell and HealthEase submitted their encounter data unpriced.
    This way, if AHCA disapproved of any procedure codes, there would not be
    identifiable amounts per procedure code for which AHCA might demand a refund.
    As a result, Staywell and HealthEase’s patient encounter data reporting
    methodology was inconsistent with their CY 2006 80/20 expense reporting
    methodology. For CY 2006, Staywell and HealthEase purportedly did not count
    procedure codes beyond those authorized by the Worksheet cover letters, but now
    Behrens ordered that those same previously-omitted codes be included. West
    testified that he disagreed with Staywell and HealthEase’s approach and that he
    expressed his concern to Behrens, whom West described as the ultimate decision-
    maker for the encounter data. In response, Behrens assured West that AHCA was
    “just going to ask for encounters and [AHCA was] going to put it on a shelf.”
    61
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    Behrens also told West that he “hope[d] the law would come off the books”—that
    is, the “80/20 law.”14
    Behrens had West draft a letter in reply to AHCA regarding its patient
    encounter data request, the content of which Behrens and Yu dictated. West’s
    letter explained:
    We have stated in our Financial Worksheet for the Calculation of
    Behavioral Health Care Ratio for calendar year 2006 that Community
    Mental Health and Targeted Case Management Expenses are
    contracted on a comprehensive basis. Since the Healthease and
    StayWell amount paid is not determined by the encounters submitted
    we have not used a pricing method that would force agreement to our
    comprehensive payment. It should be noted that not all encounters
    have been received for calendar year 2006 and some providers have
    not forwarded all encounters due which is still in resolution at this
    date.
    West’s letter did not disclose that Staywell and HealthEase had included
    unauthorized procedure codes in their patient encounter data. More significantly,
    the letter failed to disclose Staywell and HealthEase’s use of their Harmony pass-
    through reporting method in their 80/20 reports.
    D.     AHCA Requests Corrections
    On June 22, 2007, AHCA’s David Starn emailed Kale and explained that
    “the data submitted for Healthease and Staywell for the 2006 80/20 Annual
    14
    WellCare representatives, including Farha, lobbied lawmakers and other government
    officials to repeal the 80/20 law. Those efforts from 2002-2007 proved fruitless. Years later,
    effective June 30, 2015, Florida repealed the 80/20 provision from its Medicaid statute. See
    
    2015 Fla. Laws 84
    , 87 (codified as amended at 
    Fla. Stat. § 409.912
     (2015)).
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    Behavioral Health Expenditure report contained many procedure codes and
    revenue center codes that are not in our list of valid values for behavioral health
    reporting.” Starn added, “Most importantly, there is no Amount Paid for any of the
    encounters reported.” (emphasis added). Starn requested that Staywell and
    HealthEase resubmit their encounter data with correct information. On June 25,
    2007, West alerted Behrens and Yu to Starn’s request.
    Later that day, in another secretly-recorded conversation, Kale, West, and
    several others discussed how Staywell and HealthEase should respond to Starn’s
    message. West explained the problem to his colleagues: “Paul [Behrens] wanted
    me to count everything in the encounters. But, our payback was based on not
    counting everything. So we had a little over a million dollars to pay back. But
    they thought that was, that would satisfy the AHCA gods, and it didn’t.” Kale
    commented, “[W]e put stuff in there [the encounter data] that we didn’t even, uh,
    support with our payback.” Kale expressed his concern that once AHCA was able
    to see what Harmony was actually paying providers and actually spending on
    Medicaid patient encounters, AHCA would likely reduce the premium money
    flowing to Staywell and HealthEase and accordingly to Harmony. Kale further
    commented, “Once it goes away, it’s sure gonna hurt [Harmony’s] income
    statement.” Kale later added, “I think the party’s over.” West explained that he
    could not send patient encounter data back to AHCA without first walking it past
    63
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    Behrens because Behrens was “the ultimate decision maker” and had “been a
    decision maker from the beginning.”
    The group also discussed a range of related issues involving the 80/20
    expense reports throughout the years. Kale mentioned that he had been involved
    with Staywell’s and HealthEase’s 80/20 reporting for five years, and that every
    year “[t]he plan is give ’em [AHCA] a something . . . . Throw them a bone.” But
    as to whether Staywell and HealthEase had ever been up front with AHCA about
    their reporting methodology, Kale admitted, “[U]ltimately we haven’t formally
    said, oh, well we have [Harmony].” After the meeting, Kale emailed a Harmony
    employee and explained, “[West] is going to start re-pricing the encounters.” Kale
    added, “I think this ultimately will lead to Paul Behrens, Thad [Bereday] and
    possibly Todd [Farha] weighing in on the strategy to take with AHCA since the
    dollar difference is $7-10M.”
    West began re-pricing Staywell’s and HealthEase’s patient encounter data.
    This time, West used only authorized procedure codes. West “priced up” all of the
    Medicaid patient encounters to at least match the 85% premium money Staywell
    and HealthEase had paid Harmony as expenses submitted in their 80/20 reports for
    CY 2006. As with the earlier submission for Areas 1 and 6, this method allowed
    West to evenly spread Staywell’s and HealthEase’s reported 80/20 expenses across
    all of their qualifying patient encounters. West testified that, as Behrens described
    64
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    it, West “[s]pread it like peanut butter, spread it across everything.” As a result,
    Staywell’s and HealthEase’s patient encounter data was again false and did not
    reflect unit costs of Medicaid patient encounters—that is, money paid to Medicaid
    providers—which AHCA was obviously requesting.
    WellCare resubmitted Staywell’s and HealthEase’s patient encounter data as
    back-up for their CY 2006 80/20 expenses. In a letter accompanying the
    submission, WellCare failed to disclose that Staywell and HealthEase were
    reporting Medicaid patient encounters based on the payments to Harmony rather
    than on the money Staywell and HealthEase (through Harmony) paid providers.15
    E.     Raid on WellCare and Clay’s False Statements
    On October 24, 2007, over 200 federal investigators raided WellCare’s
    corporate headquarters in Tampa and executed a search warrant of the premises.
    During the raid, Clay agreed to be interviewed by two federal investigators, FBI
    Agent Vic Milanes and Agent Blair Johnston of the U.S. Department of Health and
    Human Services. The agents interviewed Clay in his office for approximately an
    hour and a half, discussing issues related to Staywell’s and HealthEase’s 80/20
    reports. Agent Milanes asked Clay questions. Agent Johnston later memorialized
    15
    The government’s brief marshals Rule 404(b) evidence presented at trial showing
    Behrens and Clay’s participation in a false expense reporting scheme under a separate Florida
    statute, governing the Florida Healthy Kids program. Because the evidence is more than
    sufficient to sustain their convictions for their roles in producing Staywell’s and HealthEase’s
    fraudulent expense reports, we need not expand this opinion to set forth this Rule 404(b)
    evidence. On appeal, no one argues that this Rule 404(b) evidence was wrongfully admitted.
    65
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    the details of the interview in a report. While the notes Agent Johnston took of
    Clay’s responses were not verbatim, Agent Johnston testified that he attempted to
    use Clay’s own words.
    Agent Milanes asked Clay if Staywell and HealthEase had over-reported
    their outpatient behavioral health costs to AHCA over the years in order to avoid
    paying money back to AHCA. Clay responded that, to his knowledge, they had
    not. Agent Milanes also asked Clay whether Staywell and HealthEase had
    purposefully inflated the costs of their behavioral health encounter submissions to
    AHCA. Clay responded that, to his knowledge, they had not. Agent Milanes then
    asked Clay whether he had ever attended a meeting where it was discussed or
    suggested that Staywell and HealthEase should inflate the unit costs of their
    encounter claims over the actual costs in their submissions to AHCA. Clay
    answered that there had been no intentional inflation of costs discussed at meetings
    concerning AHCA’s encounter or claims information requests. At trial, Agent
    Johnston testified that he did not recall Clay asking for clarification of any
    questions Agent Milanes asked him.
    After the raid, Kale told West, “[Y]ou have nothing to worry about . . . . I
    may have something to worry about, but you have nothing to worry about.” Kale
    also reached out to Pearl Blackburn. Kale told Blackburn that “he had made up
    66
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    numbers.” When Blackburn asked why Kale would do that, Kale said that “he
    thought he could get away with it” and “that it was a game.”
    With this factual background, we now consider the issues on appeal.
    V. SUFFICIENCY OF THE EVIDENCE
    As to the CY 2006 expense reports, defendants Farha, Behrens, and Kale
    challenge the sufficiency of the evidence as to their § 1347 convictions for health
    care fraud and defendant Behrens does also as to his § 1035 convictions for
    making false representations to AHCA. Clay separately challenges his § 1001
    convictions for making false statements to federal agents. All defendants contend
    that the district court erred in denying their motions for judgment of acquittal.
    A.    Standard of Review
    We review de novo a district court’s denial of a Rule 29 motion for
    judgment of acquittal, “viewing the evidence in the light most favorable to the
    government and drawing all reasonable inferences in favor of the jury’s verdict.”
    United States v. Martin, 
    803 F.3d 581
    , 587 (11th Cir. 2015). “‘The test for
    sufficiency of the evidence is identical, regardless of whether the evidence is direct
    or circumstantial,’ but if the government relied on circumstantial evidence,
    ‘reasonable inferences, not mere speculation, must support the conviction.’” 
    Id.
    (citation and alterations omitted).
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    “It is not enough for a defendant to put forth a reasonable hypothesis of
    innocence, because the issue is not whether a jury reasonably could have acquitted
    but whether it reasonably could have found guilt beyond a reasonable doubt.”
    United States v. Thompson, 
    473 F.3d 1137
    , 1142 (11th Cir. 2006). “We will not
    overturn a jury’s verdict if there is ‘any reasonable construction of the evidence
    that would have allowed the jury to find the defendant guilty beyond a reasonable
    doubt.’” Martin, 803 F.3d at 587 (alterations omitted). The jury has exclusive
    province over the credibility of witnesses, and we may not revisit the question.
    United States v. Hernandez, 
    743 F.3d 812
    , 814 (11th Cir. 2014).
    B.    Health Care Fraud Under §§ 1347 and 1035
    Farha, Behrens, and Kale were convicted of health care fraud committed in
    CY 2006, in violation of 
    18 U.S.C. §§ 1347
     and 2 (Counts 8 and 9). Section 1347
    makes it a crime for an individual “knowingly and willfully” to execute, or attempt
    to execute, a scheme or artifice “(1) to defraud any health care benefit program” or
    “(2) to obtain, by means of false or fraudulent pretenses, representations, or
    promises, any of the money or property owned by, or under the custody or control
    of, any health care benefit program” if done “in connection with the delivery of or
    payment for health care benefits, items, or services.” 
    18 U.S.C. § 1347
    (a).
    Section 1347(a) proscribes: (1) fraud on a health care benefit program, here
    the Florida Medicaid program, see 
    18 U.S.C. § 1347
    (a)(1); and (2) obtaining a
    68
    Case: 14-12373     Date Filed: 08/11/2016    Page: 69 of 124
    program’s money “by means of false or fraudulent . . . representations,” see 
    id.
    § 1347(a)(2); accord United States v. Dennis, 
    237 F.3d 1295
    , 1303 (11th Cir.
    2001) (noting that an offense under the similarly-structured and similarly-worded
    bank fraud statute, 
    18 U.S.C. § 1344
    , “is established under two alternative
    methods”) (citing United States v. Goldsmith, 
    109 F.3d 714
    , 715 (11th Cir. 1997)).
    The indictment charged Farha, Behrens, and Kale with both types of health
    care fraud covered by § 1347. The core fraudulent conduct was generally similar
    for both. Specifically, the defendants participated in a scheme to defraud AHCA
    by submitting, or aiding and abetting the submission of, false expense amounts in
    the CY 2006 Worksheets in order to reduce their AHCA refunds by millions of
    dollars. The government thus had to prove that (1) the CMH/TCM expenses
    reported in the CY 2006 Worksheets submitted to AHCA were, in fact, false; and
    (2) the defendants knew those representations were, in fact, false. See United
    States v. Vernon, 
    723 F.3d 1234
    , 1273 (11th Cir. 2013) (citing United States v.
    Medina, 
    485 F.3d 1291
    , 1297 (11th Cir. 2007)).
    Behrens was also convicted of making false and fraudulent representations
    in matters involving a health care benefit program, in violation of 
    18 U.S.C. §§ 1035
     and 2 (Counts 4 and 5). Section 1035 makes it a crime for an individual,
    “in any matter involving a health care benefit program,” to “knowingly and
    willfully” (1) falsify, conceal, or cover up by any trick, scheme, or device a
    69
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    material fact or to (2) make any materially false, fictitious, or fraudulent statements
    or representations, or make or use any materially false writing or document
    knowing the same to contain any materially false, fictitious, or fraudulent
    statement or entry, in connection with the delivery of or payment for health care
    benefits, items, or services.
    16 U.S.C. § 1035
    (a).
    The indictment charged Behrens under § 1035(a)(2) for making, or aiding
    and abetting the making of, materially false, fictitious, and fraudulent
    representations. The core fraudulent conduct was similar to that charged under
    § 1347. The government had to prove that the CMH/TCM expenses reported in
    the CY 2006 Worksheets were, in fact, false and Behrens knew that they were, in
    fact, false.
    Furthermore, Farha, Behrens, and Kale were charged under an aiding and
    abetting theory in their § 1347 health care fraud counts and so too was Behrens in
    his § 1035 false representation counts. Regardless of who principally executed the
    fraud in CY 2006 or signed the CY 2006 expense reports, the defendants could be
    convicted if they aided, abetted, counseled, induced, or procured the commission
    of the false representations, or if they willfully caused the false representations to
    be committed. United States v. Sosa, 
    777 F.3d 1279
    , 1292 (11th Cir. 2015) (citing
    16
    The term “health care benefit program” has the same meaning in § 1035 as it does for
    purposes of § 1347. 
    18 U.S.C. §§ 23
    (b), 1035(b). The parties do not contest that the Florida
    Medicaid program administered by AHCA meets the definition of “health care benefit program.”
    70
    Case: 14-12373     Date Filed: 08/11/2016    Page: 71 of 124
    
    18 U.S.C. § 2
    ). “Under 
    18 U.S.C. § 2
    , aiding and abetting is not a separate federal
    crime, ‘but rather an alternative charge that permits one to be found guilty as a
    principal for aiding or procuring someone else to commit the offense.’” 
    Id.
    C.    CY 2006 Reported Expenses Were False
    On appeal, Farha, Behrens, and Kale primarily contend that (1) the expense
    amounts for CMH/TCM services to Medicaid patients, as reported in the CY 2006
    Worksheets, were true, not false, and, in any event, (2) they did not know that
    those reported expense amounts were false.
    Our extensive review of the evidence above allows for brevity in this
    analysis. Abundant evidence established that Staywell and HealthEase reported
    false and fraudulent CY 2006 expenses. Staywell and HealthEase never reported
    the amounts paid to providers of CMH/TCM services to Medicaid patients or even
    the accurate sums paid to Harmony. Both West, WellCare’s own employee, and
    Kelly, the forensic accountant, testified that the reported CMH/TCM expense
    amounts were false and explained why. In the raid, the government obtained
    WellCare’s own internal records that showed exactly what total expense amounts
    were paid to providers, and those amounts were millions below what Staywell and
    HealthEase reported to AHCA.
    Defendants claim their CMH/TCM expense reports were truthful because
    the 80/20 rule did not require them to report money paid to health care providers of
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    CMH/TCM services, but allowed them to report what was paid to Harmony.
    Defendants’ arguments fail for multiple reasons.
    First, AHCA asked and required Staywell and HealthEase to report what
    they paid providers of CMH/TCM services—not companies (like Harmony) that
    rendered administrative services. The defendants rely on the language of Florida’s
    80/20 law, but Staywell’s and HealthEase’s reporting obligations were governed
    not only by that law but also by (1) their 2006 contracts with AHCA, (2) the
    instructions included on the 80/20 Worksheets, and (3) the specific procedure
    codes and instructions in AHCA’s cover letters accompanying the 80/20
    Worksheets. Read together, nothing was ambiguous about what Staywell and
    HealthEase were required to report on line 2 of the CY 2006 Worksheets.
    The 80/20 law was clear. To ensure access to care for Medicaid patients, the
    80/20 law mandated that all of AHCA’s contracts “shall require” that 80% of the
    premium paid to a health plan must be expended for behavioral health care
    services:
    To ensure unimpaired access to behavioral health care services by
    Medicaid recipients, all contracts issued pursuant to this paragraph
    shall require 80 percent of the capitation paid to the managed care
    plan, including health maintenance organizations, to be expended for
    the provision of behavioral health care services. In the event the
    managed care plan expends less than 80 percent of the capitation paid
    pursuant to this paragraph for the provision of behavioral health care
    services, the difference shall be returned to the agency.
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    Fla. Stat. § 409.912
    (4)(b) (2006) (emphasis added). The statute made explicit that
    if Staywell and HealthEase expended less than 80% of their premium “for the
    provision of behavioral health care services,” then “the difference shall be returned
    to [AHCA].” 
    Id.
    Likewise, the 2006 AHCA contract was clear. The contract included an
    entire section, titled “Community Behavioral Health Services Annual 80/20
    Expenditure Report,” explaining Staywell’s and HealthEase’s 80/20 reporting
    obligations.17 The section informed Staywell and HealthEase that 80% of their
    premium shall be expended for behavioral health care services, as follows:
    1. By April 1 of each year, Health Plans shall provide a breakdown of
    expenditures related to the provision of community behavioral
    health services, using the spreadsheet template provided by the
    Agency (see Section XII, Reporting Requirements). In accordance
    with Section 409.912, F.S., eighty percent (80%) of the Capitation
    Rate paid to the Health Plan by the Agency shall be expended for
    the provision of community behavioral health services. In the
    event the Health Plan expends less than eighty percent (80%) of
    the Capitation Rate, the Health Plan shall return the difference to
    the Agency no later than May 1 of each year.
    a. For reporting purposes in accordance with this Section,
    ‘community behavioral health services’ are defined as those
    services that the Health Plan is required to provide as listed in
    the Community Mental Health Services Coverage and
    Limitations Handbook and the Mental Health Targeted Case
    Management Coverage and Limitations handbook.
    17
    The defendants argue that the 2006 AHCA contract, rather than any of its prior
    versions, is the relevant contract for purposes of determining what Staywell’s and Healthease’s
    80/20 reporting obligations were for CY 2006. The government does not disagree. We therefore
    consider the 2006 contract for purposes of our analysis.
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    Most importantly, the section expressly and precisely described qualifying
    expenses under the 80/20 rule. The section explained that “expended” meant
    (1) the money paid to “community behavioral health services providers solely for
    the provision” of CMH/TCM services and (2) did not include “administrative
    expenses or overhead of the plan,” stating:
    b. For reporting purposes in accordance with this Section
    ‘expended’ means the total amount, in dollars, paid directly or
    indirectly to community behavioral health services providers
    solely for the provision of community behavioral health
    services, not including administrative expenses or overhead of
    the plan. If the report indicates that a portion of the capitation
    payment is to be returned to the Agency, the Health Plan shall
    submit a check for that amount with the Behavioral Health
    Services Annual 80/20 Expenditure Report that the Health Plan
    provides to the Agency.
    (emphasis added). Under the transparent, unambiguous language of the statute and
    the 2006 contract, Staywell and HealthEase could count money paid to providers,
    but could not count administrative expenses or overhead.
    The Worksheets and cover letters reinforced the contract’s reporting
    requirements and also cited the 80/20 law. They instructed that at least 80% of the
    premium had to be expended on behavioral health care services, defined as
    community mental health services and targeted case management services. The
    instructions in the letters even listed the precise “procedure codes” for those health
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    care services. Each procedure code was tied to a medical service and was not
    linked to any administrative or overhead expenses.
    Together, the 80/20 law, the 2006 contract, the Worksheets, and the cover
    letters posed an unmistakable question to Staywell and HealthEase: What amount
    of money did you pay to providers for their CMH/TCM services to Medicaid
    patients? They answered that question falsely. A truthful answer would have
    caused Staywell and HealthEase to pay large refunds to AHCA.
    Further undermining the defendants’ argument, the amounts Staywell and
    HealthEase reported were not based on CMH/TCM expenses at all, whether paid to
    Harmony or paid to providers. The amounts on line 2 were entirely fabricated and
    false figures. Staywell and HealthEase did not report on line 2 the 85% sub-
    capitation payments to Harmony, as then no refund would be due to AHCA. To
    avoid an audit and AHCA’s discovery that providers were receiving only 45% of
    the premium for CMH/TCM services, Farha directed his employees to generate a
    refund to AHCA of approximately $1 million, and his subordinates then used
    fabricated and false numbers to create the refund amount that Farha wanted. Year
    after year, fictitious inpatient and outpatient rates, double counting, premium-
    difference machinations, and other arbitrary calculations were used to create a
    predetermined refund figure. In CY 2006, that amount was $1.1 million. The
    defendants modified line 2 based on the refund amount that Fahra wanted to “pay
    75
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    the Gods” to prevent an audit. Staywell’s and HealthEase’s reported figures were
    not based on an analysis of accurate claims data or on a misinterpretation of
    qualifying expenses. Rather, Staywell and HealthEase reported expenses based
    upon backwards, results-oriented calculations and never reported what they paid
    providers of CMH/TCM services to Medicaid patients.
    D.    Whiteside Decision
    The defendants rely heavily on United States v. Whiteside, 
    285 F.3d 1345
    (11th Cir. 2002). They argue in effect that, based on Whiteside, regulated
    industries and their executives should be protected from the improper
    criminalization of routine contractual and regulatory disagreements.
    Whiteside, however, is materially different and, if anything, undermines the
    defendants’ arguments. Whiteside dealt with an ambiguous regulation for
    categorization of debt under 
    42 C.F.R. § 413.153
    (b)(1). 
    Id. at 1352
    . The
    Whiteside defendants were convicted of making false statements regarding loan
    interest in cost reports submitted to Medicare for reimbursement. 
    Id. at 1345-46
    .
    A regulation prescribed the amount of interest a medical provider could attribute to
    the provider’s own capital-related costs, which were reimbursed more favorably.
    
    Id. at 1346
    . But the regulation did not clarify whether capital-related costs were
    those for which the loan money was originally used or those for which the money
    was presently used at the time of filing. 
    Id. at 1351-53
    . The Whiteside
    76
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    defendants’ cost reports classified certain loan-related interest expenses as 100%
    capital related. 
    Id. at 1351
    .
    The government contended the defendants’ reporting methodology violated
    Medicare regulations, and the defendants were convicted of conspiracy to defraud
    the government, in violation of 
    18 U.S.C. §§ 371
     and 2, and making false
    statements in applications for Medicare benefits, in violation of 
    18 U.S.C. §§ 1001
    and 2. 
    Id. at 1350
    .
    This Court reversed, finding that “competing interpretations of the
    applicable law” governing the cost reports were “far too reasonable to justify” the
    defendants’ convictions. 
    Id. at 1353
    . This is because “no Medicare regulation,
    administrative ruling, or judicial decision exist[ed] that clearly require[ed] interest
    expense to be reported in accordance with the original use of the loan” as opposed
    to the use of the loan at the time of filing. 
    Id. at 1352
    . Because the Whiteside
    defendants submitted information based upon a reasonable interpretation of the
    regulations, this Court decided that the “government failed to meet its burden of
    proving the actus reus of the offense—actual falsity as a matter of law.” 
    Id. at 1353
    . We stated that “[i]n a case where the truth or falsity of a statement centers
    on an interpretative question of law, the government bears the burden of proving
    beyond a reasonable doubt that the defendant’s statement is not true under a
    reasonable interpretation of law.” 
    Id. at 1351
    . Additionally, there was evidence in
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    Whiteside that the defendants genuinely believed their interpretation was correct.
    
    Id. at 1348
     (noting that “[t]hey firmly believed that the interest was 100% capital-
    related”).
    In stark contrast to Whiteside, Staywell’s and HealthEase’s reporting
    obligations were not governed simply by the Florida 80/20 law itself. Rather,
    through the years, AHCA clarified and plainly set forth Staywell’s and
    HealthEase’s reporting obligations in their AHCA contracts, the Worksheets, and
    the cover letters and instructions attached to the Worksheets. In CY 2006, AHCA
    executed new contracts with Staywell and HealthEase, which directly instructed:
    “For reporting purposes . . . ‘expended’ means the total amount, in dollars, paid
    directly or indirectly to community behavioral health services providers solely for
    the provision of community behavioral health services, not including
    administrative expenses or overhead of the plan.” The Worksheets came with
    cover letters that listed the designated procedure codes for the expenses that could
    be included in the reports. None of these procedure codes were for the
    administrative services and overhead of Harmony.
    The defendants argue that a reasonable interpretation of Staywell’s and
    HealthEase’s reporting obligations was that they could report what they paid to
    Harmony (even though Harmony provided only administrative services for
    Staywell and HealthEase) rather than the roughly 45% amount Harmony paid to
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    providers. But Harmony itself provided no CMH/TCM services to any Medicaid
    patients. The defendants’ interpretation ignores the plain meaning of the AHCA
    contracts, the Worksheets, the cover letters, and the 80/20 law itself: no less than
    80% of the premium for CMH/TCM services was to be spent on the treatment of
    Medicaid patients. Indeed, the defendants’ interpretation would strip the “80/20”
    requirement in the law and the AHCA contracts of any real meaning. Given the
    clarity of the instructions in the 2006 contract, the Worksheets, and the cover
    letters containing procedure codes, we conclude that is not a reasonable legal
    interpretation of Staywell’s and HealthEase’s reporting obligations for CMH/TCM
    expenses.
    At any rate, a plethora of evidence established that the defendants never
    believed that Staywell and HealthEase could report CMH/TCM expenses this way.
    The defendants fully knew that what Staywell and HealthEase were reporting was
    not what AHCA requested. We need not further analyze the defendants’ post-hoc
    interpretation because, as discussed below, the evidence in the light most favorable
    to the jury’s verdict shows that the defendants did not believe it, knew what was
    required, and knew their answers were false.
    E.    Knowledge of Falsity
    The evidence overwhelmingly showed the defendants well understood their
    CMH/TCM expense reporting obligations and knew that the CMH/TCM expense
    79
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    amounts reported in the 80/20 Worksheets were false. From beginning to end, the
    defendants’ knowledge of that falsity remained constant. We discuss the evidence
    first as to Behrens and Kale and then as to Farha.
    From the outset, Kale knew Florida’s new 80/20 law would affect
    WellCare’s profits. He was one of the first to warn his colleagues about it,
    estimating that, under the new rule, Staywell and HealthEase might collectively be
    required to refund almost $6.5 million in Medicaid payments. The specter of a
    multi-million dollar annual refund spurred Farha, Kale, and others to create a
    fraudulent scheme to avoid that refund. Kale knew the game plan. He personally
    circulated a company slide presentation containing the “Fund Allocation Model,”
    which showed that Staywell and HealthEase would each pass 85% of their
    premium along to Harmony, but Harmony would pay only 45% of the premium to
    providers. Kale knew WellCare had created Harmony to serve as a “conceptual
    pass through,” enabling Staywell and HealthEase to report CMH/TCM expenses of
    at least 80% and avoid a refund. Kale also knew that Harmony would no longer be
    necessary if Florida repealed the 80/20 law.
    But Florida did not, and that meant Staywell and HealthEase were required
    to comply with the law by annually reporting how much of the premium for
    CMH/TCM services was actually paid to health care providers treating Medicaid
    patients. That compliance task fell to Behrens. As head of Finance at WellCare,
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    Behrens was the “owner” of the 80/20 reporting project. For the CY 2006
    reporting cycle, Behrens again announced that he would “take point.” West and
    others on the Medical Economics team regularly met in Behrens’s office to confer,
    and the team could not report expenses or issue refunds to AHCA without
    Behrens’s approval. The Medical Economics team worked for Behrens, not the
    other way around. And while not formally part of the Finance Department, Kale
    assisted and advised the reporting project year after year. As Kale candidly
    remarked to some colleagues in 2007, every year “[t]he plan [was] give ‘em
    [AHCA] a something . . . . Throw them a bone.” So that is what they did. The
    defendants’ frank comments, as revealed by company emails and secretly-recorded
    conversations, show that they knew creating and using Harmony—to still pay
    medical providers only 45% and retain the rest for overhead and profits—
    contravened Staywell’s and HealthEase’s compliance obgligations. As Kale
    remarked on the eve of Harmony’s creation: “[S]etting up the corporation is easy;
    it is the questions that follow . . . that will determine if we create a viable
    organization if we were to be audited by AHCA.”
    Avoiding an AHCA audit became the defendants’ perennial mission. To
    achieve that, Farha and his team set a one-million-dollar refund target—
    theoretically just enough to satisfy AHCA and avoid suspicion. As Behrens
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    explained to West in 2007: “[T]he system works good for us. We pay them a
    million dollars. That’s enough. They think the system works, and so, that’s it.”
    As this 2007 exchange reveals, the defendants sought to avoid any
    interaction with AHCA that might disclose Staywell and HealthEase’s fraudulent
    reporting methodology. Behrens repeatedly rejected any suggestion that WellCare
    contact AHCA about 80/20 or encounter data reporting. As early as 2005, Behrens
    knew precisely why there was a large variance between AHCA’s estimate of
    Staywell’s and HealthEase’s CMH/TCM expenses and their reported expenses.
    But rather than respond to AHCA’s inquiries with a forthright disclosure of their
    reporting method as Sanders suggested, Behrens and Kale vetoed Sanders’s letter
    and instead perpetuated the fraudulent scheme.
    Behrens and Kale knew they were misleading AHCA with Staywell’s and
    HealthEase’s 80/20 and encounter data reporting. As Kale admitted: “[W]e’ve
    never shot the [Harmony] gun ever. We’ve never had to publically say, this is how
    we priced it, this was our methodology, and we have [Harmony] in the middle
    getting 85%.” The defendants made sure to keep it that way as long as they could.
    And the reason was obvious. As Behrens explained to a colleague in 2007,
    “[Harmony] is not a provider of behavioral health services.” That is why Behrens
    and his colleagues hoped the 80/20 law “would come off the books.”
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    The defendants knew if AHCA realized that their CMH/TCM expenses were
    not nearly as high as they reported, more refunds would be owed and AHCA
    would later reduce the premiums too. And so year after year, including in
    CY 2006, although they knew Harmony was not a provider of health care services
    to Medicaid patients, they continued to report CMH/TCM expenses far in excess of
    their actual incurred expenses for CMH/TCM services. As the evidence shows, the
    defendants knew Staywell and HealthEase did not even report their full sub-
    capitation payments to Harmony, opting instead for a lesser amount through
    unsound, results-oriented accounting techniques to settle on an inconspicuous
    refund.
    The evidence amply showed that the representations as to CMH/TCM
    expenses in the CY 2006 expense reports submitted to AHCA were, in fact, false,
    and the that defendants knew they were, in fact, false. See Vernon, 723 F.3d at
    1273. The evidence was more than sufficient to sustain Behrens’s and Kale’s
    convictions for Medicaid health care fraud, in violation of 
    18 U.S.C. § 1347
    (Counts 8 and 9), and Behrens’s separate convictions for false representations
    relating to health care matters, in violation of 
    18 U.S.C. § 1035
     (Counts 4 and 5). 18
    18
    Behrens also argues Counts 4 and 5 of the indictment failed to allege the essential facts
    of the crime. We reject Behrens’s additional argument that the district court erred in denying his
    motion to dismiss Counts 4 and 5 in the indictment.
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    F.    Farha’s Role
    Farha further challenges his § 1347 convictions, contending that (1) he
    played no role whatsoever in preparing, reviewing, or approving the CY 2006
    expense reports, and (2) even if he did play a role, the government failed to prove
    the criminal intent required to impose criminal liability for health care fraud under
    § 1347.
    As Farha notes, under § 1347, the government must show that the defendant
    “knowingly and willfully” executed or attempted to execute the fraud. 
    18 U.S.C. § 1347
    (a). A defendant acts willfully when he acts with “knowledge that his
    conduct was unlawful” and acts knowingly if he acts with “knowledge of the facts
    that constitute the offense.” United States v. Dominquez, 
    661 F.3d 1051
    , 1068
    (11th Cir. 2011). In this case, the district court instructed the jury that it must also
    find that the defendants acted with “intent to defraud,” defined as “specific intent
    to deceive or cheat someone and to deprive someone of money or property.” See
    United States v. Klopf, 
    423 F.3d 1228
    , 1240 (11th Cir. 2005). And as we have
    already explained, with health care fraud charges premised on false and fraudulent
    representations, “the defendant must be shown to have known that the claims
    submitted were, in fact, false.” Vernon, 723 F.3d at 1273.
    In distilling his various arguments, we observe that Farha primarily invites
    us to close our eyes to all evidence of his conduct outside the narrow window of
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    time during which Behrens’s team prepared the CY 2006 expense reports. But the
    CY 2006 reporting cycle did not occur in a vacuum. In the 80/20 reports for CY
    2006, Staywell and HealthEase continued the scheme that Farha set up in prior
    years, using Harmony to fraudulently report inflated and false CMH/TCM
    expenses. The evidence showed that Farha, as CEO, President, and a WellCare
    director, designed and implemented the scheme specifically to defraud AHCA and
    ordered his subordinates under his authority to perpetuate the scheme year after
    year, including CY 2006.
    Farha was fully aware of how the 80/20 rule affected WellCare’s bottom
    line, thanks in part to the profitability and refund studies actuary Todd Whitney
    produced. Farha hatched a plan to avoid the 80/20 rule’s effects. That plan started
    with the creation of Harmony, WellCare’s new wholly-owned subsidiary. Farha
    kept regular contact with his team during the summer and fall of 2003. He stayed
    informed of the Harmony project’s progress and sent emails to subordinates
    rebuking them for moving too slowly. The initial plan, as Farha instructed, was
    that Harmony would “be capped at 80% of premium.” Frustrated with his team’s
    slow progress, Farha ordered Kale to ensure that Harmony was up and running as
    soon as possible. Farha asked, “Why would we delay and increase the amount of
    our potential giveback?”
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    Once Harmony was incorporated, Farha became Harmony’s President, CEO,
    and director-chairman. Once Harmony was up and running and after the first
    round of 80/20 expense reporting, Farha instructed Kale to have the subsidiary
    company’s name changed from its original name of “WellCare Behavioral Health,
    Inc.” to “Harmony Behavioral Healthcare” so as to “put some distance between
    BH [Harmony] and the WellCare name.” Farha knew that the success of the
    Harmony scheme depended upon keeping a low profile and avoiding an audit.
    The evidence also shows that subordinates at WellCare routinely apprised
    Farha of the 80/20 reporting process. Farha knew generally when the 80/20
    Worksheets arrived. He knew which employees were taking charge of the reports.
    A steady stream of emails kept Farha informed, from which a jury could
    reasonably infer Farha’s active oversight and coordination.
    In 2004—the year in which Staywell and HealthEase submitted their
    CY 2002 and 2003 expense reports—Kale regularly emailed Farha detailed
    updates regarding Harmony, some of which concerned WellCare’s strategies in
    addressing the 80/20 rule. Farha was frequently in touch with Bereday as well.
    Bereday later emailed Farha requesting clearance for Staywell and HealthEase to
    submit their finalized 80/20 expense reports to AHCA based on the calculations
    produced by the Medical Economics team. Farha gave clearance and signed the
    accompanying certifications.
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    Farha stayed involved in subsequent years. For the CY 2004 reporting
    cycle, after the 80/20 Worksheets and cover letters arrived from AHCA, Farha sent
    an email to Behrens and Kale, among others, saying, “Team, lets [sic] be sure we
    handle this one appropriately. Who is on point for this process?” Behrens
    responded that he was, along with his team. At one point, Farha and Bereday
    discussed a slide presentation relating to the 80/20 rule. The presentation showed
    both the expenses Staywell and HealthEase had submitted to AHCA in their CY
    2004 reports and their much lower actual qualifying expenses.
    Farha’s supervision continued during the CY 2005 reporting cycle. For
    example, Farha was privy to an email exchange between Staywell and HealthEase
    president Imtiaz Sattaur and Behrens in which Sattaur explained, “[T]he plan is
    that we stay consistent to last year’s reporting by utilizing our Harmony BH Sub
    methodology, less inpatient costs. We will review the final report with Todd
    before we send it to AHCA.” And they did. Before finalizing the 80/20 figures for
    the CY 2005 expense reports, Behrens slipped into Farha’s office to confirm that
    “1.4 is okay.” Staywell and HealthEase collectively refunded a total of $1.4
    million to AHCA for CY 2005. The $1.4 million figure was a fabricated and false
    number, which Farha knew.
    And it was Farha who gave the annual fraudulent refund targets. For
    CY 2002 and 2003, Farha told his subordinates “to find a way not to pay back 10
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    million dollars” as WellCare’s initial refund forecast had projected, but instead, to
    “find[] a way to make it zero.” By the time of the CY 2005 reporting year, the
    target had moved. Though Clay proposed a methodology that would result in no
    refund, Farha insisted on a different reporting strategy, ordering, “No, we’re not
    going to do it like that. You have to pay the Gods something.” Instead, they
    would “pay back a million.” A reasonable jury could view Farha’s order as
    evidence that Farha wanted Staywell and HealthEase to refund just enough to
    avoid scrutiny, thereby protecting WellCare’s large ill-gotten profits. 19
    Farha’s repeated refusals to allow those at WellCare to disclose to AHCA
    that Staywell and HealthEase were reporting sub-capitation payments to Harmony
    (rather than reporting what they paid providers for CMH/TCM services) were
    additional evidence from which a jury could infer Farha’s fraudulent intent. Farha
    participated in efforts by other industry players and the Florida Association of
    Health Plans to negotiate 80/20-eligible expenses with AHCA. On multiple
    occasions throughout this process, Sattaur urged Farha to disclose to AHCA that
    19
    Farha offers another take on these statements, arguing that his order to pay some refund
    amount rather than no refund should be construed as evidence of prudence and conservativism
    motivated by legitimate business reasons rather than evidence of fraudulent intent.
    But the jury was free to draw different conclusions regarding Farha’s true motives. The
    context in which Farha gave refund targets permits an inference of intent to defraud. Farha’s
    predetermined refund targets were inconsistent with Staywell’s and HealthEase’s obligations to
    report actual CMH/TCM expenses and refund the difference between actual expenses and 80%.
    A jury could reasonably infer from Farha’s ordered predetermined refund targets that Farha
    knew the expense figures in the 80/20 expense reports would, in fact, be false. Vernon, 723 F.3d
    at 1273.
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    Staywell and HealthEase had been reporting sub-capitation payments to Harmony
    since WellCare had not revealed this fact to AHCA. Each time, Farha declined to
    do so. Sattaur testified that Farha was confident that through lobbying efforts and
    his ability to influence the Secretary of AHCA, the 80/20 law would soon be
    repealed and that the issue would blow over. The evidence established Farha also
    made sure his subordinates did not disclose Staywell’s and HealthEase’s reporting
    practices to AHCA either. At one point, Farha attended an 80/20-related company
    meeting regarding the negotiations with AHCA. At that meeting, Michael Turrell,
    a WellCare lawyer who worked under Bereday, was told not to disclose to AHCA
    or other industry players details that would reveal how Staywell and HealthEase
    calculated their 80/20 expenses. Turrell reassured Farha that he had appropriately
    screened his comments when communicating with other parties. West similarly
    testified that both Behrens and Bereday told him, on different occasions, to not call
    AHCA. These exchanges are evidence from which a reasonable jury could infer a
    collective policy of secrecy on the part of WellCare’s leadership. Farha’s
    insistence on secrecy was evidence from which a reasonable jury could infer
    fraudulent intent. 20
    20
    Defendants emphasize that AHCA approved Staywell’s and HealthEase’s subcontracts
    with Harmony. But the Harmony subcontracts do not show, or even suggest, that AHCA knew
    that Staywell’s and HealthEase’s reported expenses were manipulated and fabricated figures and
    not what they had actually paid providers of CMH/TCM services.
    In his reply brief, Farha takes a different tact, arguing that he had legitimate strategic
    reasons for not wanting AHCA to discover Staywell and HealthEase’s reporting methodology.
    89
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    From Farha’s exchanges with his subordinates, a reasonable jury could also
    infer that Farha continued to be actively involved in overseeing and directing the
    80/20 reporting process. Farha’s subordinates routinely checked in with him,
    provided him with updates, and received orders about the size of the refund
    Staywell and HealthEase were to remit to AHCA. All these communications
    confirmed that Behrens’s team continued to prepare and submit the 80/20 expense
    reports consistent with Farha’s scheme. There was no need for Farha to
    micromanage the 80/20 reporting once he designed the scheme, worked out the
    logistics, and delegated the pertinent tasks.
    By the CY 2006 reporting cycle, Behrens’s Medical Economics team
    handled the particulars in preparing Staywell’s and HealthEase’s expense reports,
    and the emails they circulated among themselves did not include Farha.21
    Nonetheless, Farha ignores that for CY 2006, he signed a WellCare policy and
    procedure document, as he had done before, acknowledging Staywell’s and
    HealthEase’s statutory and contractual duties to comply with the 80/20
    He argues “it would have signaled that WellCare viewed the BHO question as an open one.”
    Farha concludes that “[n]o negative inference can fairly be drawn from the decision not to invite
    senior AHCA officials to treat the issue as a subject for negotiation.” Given all the evidence,
    however, the jury was not required to accept Farha’s argument. The jury was free instead to
    infer that Farha’s posture of secrecy and nondisclosure to AHCA was part of his fraudulent
    reporting scheme.
    21
    Farha was shrewd about paper trails. For example, in 2006, after one of Farha’s
    subordinates sent a lengthy email to a number of WellCare personnel about its strategy in
    engaging with AHCA regarding the 80/20 rule, Farha wrote back, “[T]his is too large a
    distribution for anything confidential. Sensitive items are best handled verbally with those who
    must know.”
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    requirements. Farha even signed the refund checks Staywell and HealthEase
    issued to AHCA in conjunction with submitting their CY 2006 80/20 expense
    reports.
    Contrary to his contentions, Farha did more than just devise a scheme to
    defraud AHCA or commit a mere act in furtherance of executing that scheme.
    Farha was CEO, President, and a director of WellCare. As such, he not only
    devised, but implemented and supervised the scheme’s execution year after year.
    In fact, Sattaur provided a summary of Farha’s role in the scheme to defraud
    AHCA. He explained that after Clay and the Medical Economics team had
    calculated Staywell’s and HealthEase’s reported expenses, and after Behrens had
    approved their work, “the ultimate sign-off on the approval of whether [an 80/20
    report] gets filed with the State would be by Mr. Todd Farha.” Sattaur testified
    that Farha, Behrens, and Bereday together were “in charge” of WellCare’s policy
    of using the fraudulent reporting method concerning “whether it [was] the right
    thing to do.” Sattaur repeatedly urged Farha to disclose to AHCA that Staywell
    and HealthEase had reported what they paid Harmony (rather than what they paid
    providers through Harmony), but Farha refused. Sattaur explained that he himself
    never considered disclosing this fact to AHCA because the decision of what to
    disclose to AHCA “was being worked by Mr. Todd Farha and his team of
    government affairs.” Sattaur explained that “there was a very tight control over
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    that issue with Todd Farha and his team that if you were to break the plan that they
    [had], that would not be a good thing to do.” It “could be tantamount to
    jeopardizing your career at WellCare.”
    In summary, the evidence sufficiently showed that Farha aided and abetted
    the execution of the fraud in the year for which he was convicted, and he did so
    knowingly, willfully, and with intent to defraud AHCA. Accordingly, the evidence
    was sufficient to sustain his convictions for Medicaid fraud, in violation of
    
    18 U.S.C. § 1347
    .
    G.    Advice of Counsel Evidence
    Defendants point to communications and testimony by lawyers who worked
    for WellCare to claim the defendants were told that their CMH/TCM reporting
    method was legal and common practice in the industry.
    The evidence showed outside counsel contacted Florida Health Partners
    (“FHP”) and learned FHP sub-capitated to “related entities,” and this “seemed”
    acceptable “under the 80/20 calculation to AHCA.” The defendants concede,
    however, that the “related entities” to which FHP made sub-capitated payments
    were actual health clinics that provided medical services. If anything, this showed
    the defendants that they should not count money paid to a related company that,
    like Harmony, provided no health care services to Medicaid patients.
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    Outside counsel also learned that United Health Plans (“United”) “used”
    payments it made to a “related specialty organization” United Behavioral Health
    “in connection with the 80/20 calculation.” The defendants ignore that outside
    counsel, when reporting to general counsel Bereday, said that though United “did it
    in this certain fashion . . . the mere fact that” it did so “doesn’t necessarily mean
    that that method is or will be approved by AHCA now or in the future.”
    More importantly, outside counsel was asked to “render a clean opinion”
    concerning “use of . . . all of the contract expenses between [Staywell and
    HealthEase] and Harmony for purposes of meeting the 80/20 requirement.”
    Outside counsel was unwilling to give a “clean opinion,” that is, “a legal opinion
    that in all probability would be upheld if there were any kind of problems or
    allegations or appeals.” WellCare’s former outside counsel testified that, after
    refusing to give a clean opinion as to the Harmony reporting method, “the number
    of assignments and the . . . work referred to us by the client diminished
    dramatically.” Outside counsel testified he told those at WellCare that, if Staywell
    and HealthEase were going to use the Harmony reporting method, “they should
    (a) tell the agency about it and (b), more importantly, make a rule challenge or
    declaratory judgment action, some action to put these disputed . . . policy issues in
    front of an impartial officer.”
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    In the light most favorable to the jury’s verdict, this advice-of-counsel
    evidence hurts, not helps, the defendants. If anything, outside counsel’s advice
    warned the defendants not to use their Harmony reporting method without
    informing AHCA. The defendants, however, proceeded in secrecy. This evidence
    does not undermine the jury verdict given the abundant evidence of the defendants’
    intent to defraud AHCA.
    H.    Clay’s § 1001 False Statements
    Clay challenges his two convictions in Counts 10 and 11 for making false
    statements to federal agents, in violation of 
    18 U.S.C. § 1001
    . To convict Clay
    under § 1001, the government had to prove “(1) that a statement was made; (2) that
    it was false; (3) that it was material; (4) that it was made with specific intent; and
    (5) that it was within the jurisdiction of an agency of the United States.” United
    States v. House, 
    684 F.3d 1173
    , 1203 (11th Cir. 2012). Clay argues the
    government failed to present sufficient evidence of: (1) falsity, (2) willfulness, and
    (3) materiality.
    Count 10 of the indictment charged that Clay told federal agents that
    Staywell and HealthEase had not over-reported outpatient behavioral health care
    expenses to AHCA to reduce the refunds paid to AHCA, when in fact, Clay knew
    that the expense figures in the CY 2005 Worksheets were purposefully over-
    reported to reduce refunds paid to AHCA. Count 11 charged that Clay told federal
    94
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    agents that Staywell and HealthEase had not purposefully inflated the costs
    associated with their behavioral health care encounter data submissions to AHCA,
    when in fact, Clay knew Staywell and HealthEase had done so in February 2007.
    We consider the sufficiency of the evidence for Clay’s § 1001 convictions.
    1.      Falsity
    Clay’s statements to the federal agents were proven false. 22 Agent Vic
    Milanes asked Clay if Staywell and HealthEase had over-reported their outpatient
    behavioral health costs to AHCA over the years in order to avoid paying money
    back to AHCA. Clay responded that, to his knowledge, they had not. But Clay
    knew the opposite was true.
    Clay worked with West and others on Behrens’s team to produce the
    CY 2005 expense reports. West conferred with Clay in producing the calculations
    for the reports, West reported to Clay the results of his work, and Clay was among
    those present in Bereday’s office the day West presented his work and WellCare
    certified the CY 2005 reports. It was Clay who relayed to West that “Farha wants
    to pay back a million” because “[y]ou have to pay the Gods something.” Clay
    22
    As to the specific § 1001 charges in Counts 10 and 11, the district court instructed the
    jury that the government had to prove: (1) “the defendant made a statement as charged”; (2) “the
    statement was false”; (3) “the falsity concerned a material matter”; (4) “the defendant acted
    willfully knowing that the statement was false”; and (5) “the false statement was made or used
    for a matter within the jurisdiction of the department or agency of the United States.” The court
    instructed that “[a] statement is false when made if it is untrue when made and the person
    making it knows it is untrue.” On appeal, Clay does not challenge the court’s charge as to
    § 1001. To the extent Clay challenges the general part of the jury charge, his claims lack merit.
    95
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    knew Staywell and HealthEase had used both double-counting and premium-
    difference calculations in an effort to achieve Farha’s desired result. It was Clay’s
    idea to use the premium difference calculation in the first place.
    Clay knew that for CY 2005, Staywell and HealthEase combined had
    reported $18,462,421 in 80/20 expenses and had refunded only $1,440,449 to
    AHCA. Clay also knew that the internal spreadsheets, prepared by West, showed
    that Staywell and HealthEase combined had actually paid health care providers
    only $12,956,122 for qualifying services. The 80/20 Worksheets and cover letters
    instructed Staywell and HealthEase to report money paid to providers of
    CMH/TCM services. Clay knew that if Staywell and HealthEase reported $12
    million in CMH/TCM expenses, they would owe a refund of $6,946,748. Clay
    admitted as much in an email he sent to Behrens just days before the CY 2005
    expense reports were certified, stating, “If we took AHCA payments and AHCA
    definitions of eligible care we would owe them $6.9 million.”
    In Clay’s own words, “the whole reason Harmony exist[ed]” was to “hide”
    the “big slug” of profits that Harmony captured for WellCare. Clay summed up
    Staywell’s and HealthEase’s approach to 80/20 compliance this way: “Every year
    we’ve fed the gods. We’ve paid them a little money to keep them happy. We’ve
    paid them a million bucks a year, or whatever.” Clay knew Staywell and
    96
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    HealthEase had over-reported their 80/20 expenses, but he falsely told Agent
    Milanes that they had not.
    Agent Milanes also asked Clay whether Staywell and HealthEase had
    purposefully inflated the costs of their behavioral health encounter submissions to
    AHCA. Clay responded that, to his knowledge, they had not. But, again, Clay
    knew the opposite was true.
    Clay attended secretly-recorded company meetings on both January 16,
    2007, and January 29, 2007. At the first meeting, convened to discuss how
    Staywell and HealthEase planned to price their patient-provider encounters, Clay
    listened as both Robert Butler and Marc Ryan suggested that Staywell and
    HealthEase price the encounters based on what Harmony paid health care
    providers. Clay heard Butler explain that encounter prices should reflect only
    actual costs in money paid to providers, rather than administration, overhead, and
    profit for Harmony, because AHCA already built into the capitated rate money for
    administration, overhead, and profit.
    Clay, however, warned that if they did what Butler said they should do, they
    would be in “deep trouble.” Clay offered his take on the encounter data reporting
    process: “[T]he state is doin’ this as another end around, to find out how much
    money we’re makin’ in that. Which we’ve been finessing, for years.” If they
    priced encounters based on what Harmony paid providers, Clay knew it would
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    reveal to AHCA their huge, ill-gotten profits, and Clay feared there would be a
    “massive rate cut” in Staywell’s and HealthEase’s premium money. At one point
    Clay explained to his colleagues, “[I]f you price [the encounter data] at anything
    reasonable, we’re gonna show a 50% loss ratio, and we’re right back to opening
    the Kimono.”
    As a solution, Clay proposed they instead price the encounters based upon
    the sub-capitation payments to Harmony. This method spread the full sub-
    capitation sum across all of the encounters and resulted in encounter prices that
    were significantly higher than what Harmony, had paid providers of CMH/TCM
    services. In the January 29 meeting, Clay told his team, “I think we’re going to
    have to put some numbers that are about 40 percent higher than we think they
    should be, because we’re making about a 40 percent profit margin. And that’s
    what we’re gonna submit . . . . And that’s all there is to this conversation. It’s that
    simple.” He later added, “[I]t’s just a matter of how inflated a unit cost number
    we’re going to be submitting.” Clay knew Staywell and HealthEase had
    purposefully inflated the costs of their behavioral health encounter data.
    The jury’s task was to determine what Clay understood the agents to be
    asking him and whether Clay knew what he told the federal agents was false. The
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    evidence was more than adequate for the jury to find Clay understood the question
    and knew his answer was false.23
    It is noteworthy that Staywell’s and HealthEase’s CY 2005 expense reports
    for CMH/TCM services contained expense figures calculated using both their sub-
    capitation payments to Harmony and Harmony’s payments to providers, a double-
    counting calculation method. Even if Clay thought the sub-capitation payments
    themselves were a reportable expense (which he did not), he still knew the reported
    expenses in CY 2005 involved double-counting and were therefore “over-
    reported.”
    For example, West’s spreadsheets reveal that for CY 2005, Staywell and
    HealthEase collectively paid Harmony $13,507,701, and Harmony paid providers
    $12,956,122. In 2006, WellCare executives realized they forgot to update the
    Harmony subcontracts so as to pay Harmony any of the additional premium money
    Staywell and HealthEase received for the CMH/TCM program expansion. The
    $13,507,701 they did pass along to Harmony was enough to account for the
    $12,956,122 that Harmony paid providers. But in addition to reporting expenses of
    $13,507,701 to AHCA, Staywell and HealthEase double-counted a portion of the
    23
    Clay invokes the Whiteside decision, but stretches it to mean that the agent’s factual
    questions to him were necessarily posed and answered under Clay’s interpretation of the 80/20
    rule. Clay argues his denials were true based on his reasonable legal interpretation of the
    questions asked, but his interpretation is not reasonable. We reject Clay’s Whiteside arguments
    for the same reasons outlined above as to the other defendants, including the fact that the
    evidence showed Clay did not believe his post-hoc interpretation anyway.
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    $12,956,122 sum, which was already accounted for in the $13,507,701 figure.
    Kelly, the forensic accountant, explained why there was no valid basis for such an
    accounting maneuver. Clay knew the 80/20 expenses were over-reported.
    As to encounter data, Clay quarrels with the meaning of the word “inflated”
    in Agent Milanes’s question. The jury heard that as of the October 24, 2007 raid
    on WellCare, federal investigators had already gathered months’ worth of secretly-
    recorded company conversations collected by a whistleblower. Though Clay did
    not necessarily know that, Clay knew that investigators were executing a search
    warrant of WellCare’s corporate headquarters. Clay knew, based on the questions
    the agents asked him, that the search concerned WellCare’s 80/20 expense and
    encounter data reporting. Agent Milanes’s questions concerned, in part, what had
    been discussed at WellCare company meetings that Clay attended. When Agent
    Milanes asked Clay whether Staywell and HealthEase had purposefully “inflated”
    their encounter costs, Agent Milanes knew that Clay had previously told his
    colleagues, “I think we’re going to have to put some numbers that are about 40
    percent higher than we think they should be . . . . [I]t’s just a matter of how inflated
    a unit cost number we’re going to be submitting.” (emphasis added). 24
    24
    Clay cites to the encounter template in the contract, which provided that Staywell and
    HealthEase were to report the “[a]mount [p]aid” per encounter as the “[c]osts associated with the
    claim.” Clay argues that the “[c]osts associated with the claim” reasonably could be interpreted
    to be either (1) what Harmony actually paid the provider for the claim or (2) an allocable (larger)
    portion of what Staywell or HealthEase paid Harmony to cover the claim, which included
    Harmony’s administration, overhead, and profit generated for WellCare. This is not a reasonable
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    Clay had no basis to deny that Staywell and HealthEase had purposefully
    inflated their encounter costs. Clay was, of course, free to argue to the jury that he
    understood Agent Milanes to be asking something else, but the duties of fact
    finding and making credibility determinations belong to the jury alone.25 Our role
    is simply to ensure there was sufficient evidence from which a reasonable jury
    could find that Clay understood what Agent Milanes was asking and that Clay
    knew his denials were false. That evidence was amply sufficient.
    2.      Willfulness
    Clay’s statements to the agents were not only false but willfully made. As to
    specific intent, § 1001 criminalizes false statements made “knowingly and
    willfully.” 
    18 U.S.C. § 1001
    ; see also House, 684 F.3d at 1204. The Supreme
    Court has said that, to establish a willful violation of a statute, generally “the
    Government must prove that the defendant acted with knowledge that his conduct
    was unlawful.” Bryan v. United States, 
    524 U.S. 184
    , 191-92, 
    118 S. Ct. 1939
    ,
    1945 (1998). Using the pattern instruction, the district court charged the jury that
    “[t]he word ‘willfully’ means that the act was committed voluntarily and
    purposefully with the intent to do something the law forbids, that is, with the bad
    interpretation of the federal agent’s question. In any event, tape recordings of Clay established
    that Clay knew the encounter data was inflated.
    25
    Agent Johnston testified that he did not recall Clay asking for clarification of any
    questions that Agent Milanes asked.
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    purpose to disobey or disregard the law.” See Eleventh Circuit Pattern Jury
    Instructions (Criminal Cases) 9.1A (2010).
    Here, the context of Clay’s statements is important. Clay met with Agents
    Johnston and Milanes on the same day that over 200 federal agents streamed
    through the doors of WellCare’s corporate office to execute a search warrant.
    Agent Johnston testified that when they approached Clay to ask if he would
    consent to an interview, Johnston and Milanes would have identified themselves as
    federal agents involved with the execution of the search warrant. Johnston testified
    that they would have shown Clay their federal credentials and that Clay knew he
    and Milanes were federal agents. Johnston testified that he and Milanes also told
    Clay they wanted to interview him in conjunction with the investigation of
    WellCare. The agents proceeded to interview Clay in his office for approximately
    an hour and a half. During this time, other agents continued executing the search
    warrant outside Clay’s office. Many of the interview questions Agent Milanes
    asked Clay specifically pertained to WellCare’s reporting of the 80/20 expenses
    and encounter data.
    Clay served as Vice President of Medical Economics under Behrens. He
    was closely involved with the preparation of Staywell’s and HealthEase’s CY 2005
    expense reports for CMH/TCM services and their February 2007 encounter data
    submissions. He fully knew about their reporting obligations to AHCA. Given
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    Clay’s job and the subject of Agent Milanes’s questions, the jury could readily
    infer that Clay knew the agents were investigating WellCare’s reporting of its
    actual expenses to AHCA. By knowingly making false statements to the federal
    agents during the raid, Clay acted willfully. See Bryan, 
    524 U.S. at 191-92
    , 
    118 S. Ct. at 1945
    .
    Clay argues that the government was required to offer more mens rea
    evidence of willfulness. To be sure, the government’s evidence of willfulness was
    circumstantial, but “[g]uilty knowledge can rarely be established by direct
    evidence, especially in respect to fraud crimes which, by their very nature, often
    yield little in the way of direct proof.” United States v. Suba, 
    132 F.3d 662
    , 673
    (11th Cir. 1998). Mens rea elements such as knowledge or intent may be proven
    by circumstantial evidence. See United States v. Santos, 
    553 U.S. 507
    , 521, 
    128 S. Ct. 2020
    , 2029 (2008); Suba, 
    132 F.3d at 673
    . The government did not need to
    rely, and did not rely, on a presumption of willfulness to prove Clay violated
    § 1001. The government presented ample evidence from which a reasonable jury
    could infer that Clay acted willfully and with the necessary criminal intent.
    3.       Materiality
    As to materiality, Clay’s false statements concerned the core conduct that
    the agents were investigating during the October 2007 raid of WellCare. Clay’s
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    false denials of over-reporting and inflating encounter prices went to the heart of
    the matter being investigated and were material.
    Contrary to Clay’s contention, the test is not whether the agents were
    actually misled. A false statement is material if it has “a natural tendency to
    influence, or [is] capable of influencing, the decision of the decisionmaking body
    to which it was addressed.” United States v. Boffil-Rivera, 
    607 F.3d 736
    , 741
    (11th Cir. 2010). “[A] false statement can be material even if the decision maker
    actually knew or should have known that the statement was false” or “even if the
    decision maker did not actually rely on the statement.” United States v. Neder, 197
    F.3d F.3d 1122, 1128 (11th Cir. 1999); see also House, 684 F.3d at 1203 (“[P]roof
    of actual influence is not required.”); United States v. Gafyczk, 
    847 F.2d 685
    , 691
    (11th Cir. 1988) (“[I]n order for a false statement to be material under § 1001, it
    need not be shown to have actually influenced the government or caused it any
    pecuniary loss.”).
    Clay was aware he was being interviewed by federal investigators and that
    WellCare was being investigated precisely for the exact conduct he was being
    asked about. Clay was a high-level, sophisticated executive at a publicly-traded
    company receiving public funds, and he certainly knew that lying to federal agents
    investigating the company for health care fraud was unlawful. He was
    undoubtedly familiar with the dozens of certifications and warnings that false
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    statements to the government carry criminal liability. Nevertheless, he told the
    agents there was no over-reporting and no inflation, despite knowing these things
    were not true.
    Ample evidence allowed a reasonable jury to find Clay knowingly and
    willfully made false material statements to federal agents.
    VI.    JURY INSTRUCTIONS
    Farha, Behrens, and Kale challenge their fraud convictions under 
    18 U.S.C. § 1347
     and contend the district court improperly instructed the jury as to their
    knowledge that the reported expenses were false.
    Regarding the defendants’ § 1347 charges, the district court instructed the
    jury that the defendants had to act knowingly, willfully, and with intent to defraud:
    A defendant can be found guilty of this offense only if all the
    following facts are proved beyond a reasonable doubt:
    One, he knowingly executed or attempted to execute a scheme or
    artifice to defraud a healthcare benefit program or to obtain money or
    property owned by or under the custody or control of a healthcare
    benefit program by means of false or fraudulent pretenses and
    representations;
    [T]wo, the false or fraudulent pretenses and representations related to
    a material fact;
    [T]hree, he acted willfully and intended to defraud; and
    [F]our, he did so in connection with the delivery of or payment for
    healthcare benefits, items, or services.
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    (emphasis added). The district court explained that “knowingly” means that “an
    act was done voluntarily and intentionally and not because of a mistake or by
    accident.” The court charged that “willfully” means that “the act was committed
    voluntarily and purposely with the intent to do something the law forbids, that is,
    with the bad purpose to disobey or disregard the law.” The instructions thus
    advised the jury that it could not find the defendants guilty unless it concluded that
    they acted voluntarily, intentionally and with the bad purpose to disregard the law
    in executing a scheme to defraud AHCA.
    The district court also instructed that “[a] scheme to defraud includes any
    plan or course of action intended to deceive or cheat someone out of money or
    property by using false or fraudulent pretenses and representations relating to a
    material fact.”
    The district court then instructed that a “statement or representation is false
    or fraudulent if it is about a material fact that the speaker knows is untrue or makes
    with deliberate indifference as to the truth and makes with intent to defraud.” The
    court added, “A statement or representation may be false or fraudulent when it’s a
    half truth or effectively conceals a material fact and is made with the intent to
    defraud.” The court explained that “‘[t]o act with intent to defraud’ means to do
    something with a specific intent to deceive or cheat someone and to deprive
    someone of money or property.”
    106
    Case: 14-12373     Date Filed: 08/11/2016    Page: 107 of 124
    The district court thus told the jury that, as to knowledge of falsity, the
    defendants had to either “know” the representations were untrue or make them
    “with deliberate indifference as to the truth” and “with intent to defraud.” This
    deliberate indifference instruction was tethered to an instruction requiring a finding
    that the defendants made the representations “with intent to defraud.”
    A.    Standard of Review
    We review jury instructions “to determine whether the instructions misstated
    the law or misled the jury to the prejudice of the objecting party.” United States v.
    Gibson, 
    708 F.3d 1256
    , 1275 (11th Cir. 2013). We will not reverse a conviction
    based on a jury instruction challenge “unless we are ‘left with a substantial and
    ineradicable doubt as to whether the jury was properly guided in its deliberations.’”
    
    Id.
     But “[w]hen the jury instructions, taken together, accurately express the law
    applicable to the case without confusing or prejudicing the jury, there is no reason
    for reversal even though isolated clauses may, in fact, be confusing, technically
    imperfect, or otherwise subject to criticism.” 
    Id.
     Moreover, the Supreme Court
    has admonished that “in reviewing jury instructions, our task is also to view the
    charge itself as part of the whole trial,” noting that “[o]ften isolated statements
    taken from the charge, seemingly prejudicial on their face, are not so when
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    considered in the context of the entire record of the trial.” United States v. Park,
    
    421 U.S. 658
    , 675-76, 
    95 S. Ct. 1903
    , 1913 (1975). 26
    B.     Section 1347 Instructions
    The defendants argue that the district court erred by instructing the jury that
    it could convict the defendants under § 1347 upon finding that the defendants made
    false representations in the CY 2006 expense reports “with deliberate indifference
    as to the truth.” They argue that the “deliberate indifference” standard is akin to a
    “recklessness” standard and impermissibly lowered the bar below what Vernon
    and Medina require.
    We agree that in a health care fraud case such as this, “the defendant must be
    shown to have known that the claims submitted were, in fact, false.” United States
    v. Vernon, 
    723 F.3d 1234
    , 1273 (11th Cir. 2013) (quoting United States v. Medina,
    
    485 F.3d 1291
    , 1297 (11th Cir. 2007)). Although the government must prove the
    defendant’s knowledge of falsity, a defendant’s knowledge can be proven in more
    than one way. Here, the district court properly instructed the jury that a “statement
    or representation is false or fraudulent if it is about a material fact that the speaker
    knows is untrue or makes with deliberate indifference as to the truth and makes
    26
    We review de novo the legal correctness of jury instructions, but we review the district
    court’s phrasing for abuse of discretion. United States v. Prather, 
    205 F.3d 1265
    , 1270 (11th Cir.
    2000). Jury instructions are also subject to harmless error review. United States v. House, 
    684 F.3d 1173
    , 1196 (11th Cir. 2012). An error is harmless “if the reviewing court is satisfied
    ‘beyond a reasonable doubt that the error complained of did not contribute to the verdict
    obtained.’” 
    Id. at 1197
    .
    108
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    with intent to defraud.” Representations made with deliberate indifference to the
    truth and with intent to defraud adequately satisfy the knowledge requirement in
    § 1347 cases.
    The Eleventh Circuit Pattern Jury Instructions for § 1347 support our
    conclusion. The pattern § 1347 instruction provides that a “statement or
    representation is ‘false’ or ‘fraudulent’ if it is about a material fact that the speaker
    knows is untrue or makes with reckless indifference as to the truth and makes with
    intent to defraud.” Eleventh Circuit Pattern Jury Instructions (Criminal Cases) 53
    (2010). Here, the district court’s instruction mirrored the § 1347 pattern
    instruction, except the district court used the even stronger phrase “deliberate
    indifference” instead of the phrase “reckless indifference” found in the pattern
    instructions. Id. The district court’s language imposed a higher burden on the
    government than that suggested by our § 1347 pattern jury instruction.
    In the mail and wire fraud context, this Court has said that “[f]raudulent
    conduct that will establish a ‘scheme to defraud’ includes knowingly making false
    representations” and also “statements made with reckless indifference to their truth
    or falsity.” United States v. Sawyer, 
    799 F.2d 1494
    , 1502 (11th Cir. 1986); see
    also United States v. Simon, 
    839 F.2d 1461
    , 1470 (11th Cir. 1988) (“[R]eckless
    indifference to the truth . . . supplies the criminal intent necessary to convict . . .
    .”); United States v. Edwards, 
    458 F.2d 875
    , 881 (11th Cir. 1972) (“Such reckless
    109
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    indifference to the truth of representations is more than sufficient to afford the
    government a remedy under the mail fraud statute.”). The district court’s
    instruction was not only consistent with the pattern charge but also with this
    Circuit’s fraud precedents.
    The defendants argue the mail and wire fraud cases are inapplicable because
    those statutes do not require, as § 1347 does, that a defendant “knowingly and
    willfully execute[] . . . a scheme to defraud.” 
    18 U.S.C. § 1347
    (a); see 
    18 U.S.C. §§ 1341
    , 1343. But § 1347 links knowledge and willfulness to a “scheme to
    defraud.” See 
    18 U.S.C. § 1347
    (a). The government thus had to prove the
    defendants both (1) knowingly and willfully executed that scheme to defraud and
    (2) made false statements with “deliberate indifference as to the truth” and “with
    intent to defraud.” Cf. United States v. Dearing, 
    504 F.3d 897
    , 903 (9th Cir. 2007)
    (holding that where a court’s “reckless indifference” instruction “was tethered to
    the specific intent to defraud element” of § 1347, such an instruction did not negate
    the court’s separate instruction that, to convict under § 1347, the jury also had to
    find the defendant “knowingly and willingly” executed a scheme to defraud).
    Here, the district court properly defined “knowingly” and “willfully” and
    made clear the government had to prove that the defendants executed a scheme to
    defraud AHCA “voluntarily and intentionally” rather than by “mistake or by
    accident” and “with the intent to do something the law forbids.” The district court
    110
    Case: 14-12373     Date Filed: 08/11/2016    Page: 111 of 124
    also linked “deliberate indifference” to “intent to defraud.” The instruction
    required the jury to find more than deliberate indifference to the truth; rather, a
    finding of deliberate indifference would suffice only if the jury also found that the
    defendants made the false statement with intent to defraud. The court then
    instructed that “‘[t]o act with intent to defraud’ means to do something with a
    specific intent to deceive or cheat someone and to deprive someone of money or
    property.” Therefore, under the factual circumstances of this case, to find that the
    defendants made representations of expenses in the CY 2006 reports (1) with
    deliberate indifference to the truth and (2) with intent to defraud necessarily
    required the jury to find that the defendants knew the representations were false.
    See United States v. Hough, 
    803 F.3d 1181
    , 1197-98 (11th Cir. 2015) (“A crucial
    assumption underlying the jury trial system is that juries will follow the
    instructions given them by the trial judge.” (alterations omitted)); United States v.
    Stone, 
    9 F.3d 934
    , 938 (11th Cir. 1993) (“Few tenets are more fundamental to our
    jury trial system than the presumption that juries obey the court’s instructions.”).
    Further, the trial proceeded under a theory of actual knowledge rather than
    deliberate indifference. The indictment charged that the defendants knew the
    information in the CY 2006 reports was false. The government’s closing argument
    hammered over and over again that the defendants knew what they represented to
    AHCA was false. From beginning to end, the government alleged the defendants’
    111
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    knowledge and intent, not mere recklessness. For the jury to convict the
    defendants without finding that they knew the expense reports were false would be
    to ignore both the district court’s jury instructions and the government’s whole
    theory of the case. Viewing the charge as a whole and the entire trial, we find no
    error, much less reversible error, in the court’s thorough charge to the jury.
    C.    Willful Blindness Instruction
    The defendants also argue that our circuit’s pattern § 1347 instruction is
    inconsistent with the Supreme Court’s decision in Global-Tech Appliances, Inc. v.
    SEB S.A., 
    563 U.S. 754
    , 
    131 S. Ct. 2060
     (2011). They argue that, under Global-
    Tech, the district court should have instructed that the government had to prove
    (1) actual knowledge of falsity or (2) at least “willful blindness.” 
    Id. at 769
    ; 
    131 S. Ct. at 2070
    .
    First, as the government emphasizes, the district court actually did give a
    “willful blindness” instruction consistent with the definition of willful blindness in
    Global-Tech. The Supreme Court in Global-Tech said that willful blindness has
    “two basic requirements: (1) the defendant must subjectively believe that there is a
    high probability that a fact exists and (2) the defendant must take deliberate actions
    to avoid learning of that fact.” 
    Id. at 769
    , 
    131 S. Ct. at 2071
    . In the opening part
    of its charge, here, the district court similarly instructed that “[i]f a defendant’s
    knowledge of a fact is an essential part of a crime, it is enough that the defendant
    112
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    was aware of a high probability that the fact existed and took deliberate action to
    avoid learning of the fact unless the defendant actually believed the fact did not
    exist.” The district court gave an example to explain “deliberate” action to avoid
    knowledge of a fact:
    To give you an example from a different kind of case,
    deliberate avoidance of positive knowledge, which is equivalent of
    knowledge, occurs in a drug case if a defendant possesses a package
    and believes it contains a controlled substance but deliberately avoids
    learning that it contains the controlled substance so he or she can deny
    knowledge of the package’s contents.
    So, in such a case, the jury may find that a defendant knew
    about the possession of a controlled substance if the jury determines
    beyond a reasonable doubt that the defendant, one, actually knew
    about the controlled substance or, two, had every reason to know but
    deliberately closes his or her eyes.
    (emphasis added). The court then admonished: “But I must emphasize that
    negligence, recklessness, carelessness, or foolishness is not enough to prove that a
    defendant knew about the possession of the controlled substance.” (emphasis
    added).
    Alternatively, the defendants argue that the district court still erred by
    allowing the jury to find knowledge of falsity under the § 1347 pattern instruction
    standard of “reckless indifference to the truth and intent to defraud” as opposed to
    charging only the Global-Tech standard of actual knowledge or willful blindness.27
    27
    Behrens (as to § 1035) and Clay (as to § 1001) also argue the evidence was insufficient
    to trigger a willful blindness instruction at all. For example, Behrens’s brief (and Clay’s by
    113
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    This ignores that the district court substituted “deliberate indifference” for
    “reckless indifference” in the § 1347 pattern charge. That substitution made the
    § 1347 pattern charge much closer to the “deliberate” standard in the willful
    blindness charge. The district court never once said “reckless indifference.” The
    court explicitly said that recklessness was not enough.
    We also reject the claim that Global-Tech alone controls this criminal §
    1347 fraud case or creates reversible error here. Global-Tech is a civil patent-
    infringement case. In Global-Tech, the Supreme Court analyzed the meaning of
    the term “actively induces” in 
    35 U.S.C. § 271
    (b), a statute that provides that
    “[w]hoever actively induces infringement of a patent shall be liable as an
    infringer.” 
    Id.
     
    563 U.S. at 760
    , 
    131 S. Ct. at 2065
    . Global-Tech was not a criminal
    fraud case and did not abrogate, conflict with, or preclude the district court from
    giving the § 1347 pattern charge in this case. As noted earlier, knowledge of
    falsity can be proved in more than one way, and we view the § 1347 pattern charge
    adoption) argues that there was no evidence the defendants were aware of a high probability that
    their expense reports were false and purposefully contrived to avoid learning the truth. We
    disagree and find adequate evidence to warrant the instruction, given their deliberate refusal to
    call AHCA at certain important times. Although there was more evidence of actual knowledge,
    we cannot say the evidence of willful blindness was non-existent or too sparse. Alternatively,
    given the abundant evidence of actual knowledge, any alleged error was harmless for the reasons
    outlined in United States v. Esquenazi, 
    752 F.3d 912
    , 931 (11th Cir. 2014), and Stone, 
    9 F.3d at 938-39
    .
    114
    Case: 14-12373       Date Filed: 08/11/2016       Page: 115 of 124
    as a permissible and acceptable way to prove knowledge of falsity. 28 Considering
    the charge as a whole, we conclude that the district court did not err in giving the §
    1347 charge in this criminal fraud case.
    VII. EVIDENTIARY ISSUES
    A.     Compensation Evidence
    The defendants challenge the district court’s admission of evidence of their
    compensation, which the government introduced to prove the defendants’ motive.
    The compensation evidence included: (1) the defendants’ receipt of company stock
    when hired; (2) the amount of the defendants’ stock bonuses during the period of
    the fraud; (3) the defendants’ shares sold during the period of the fraud; (4) the sale
    price for up to two stock sales per defendant; and (5) other compensation including
    base salary, cash bonuses, and stock options.
    We review for abuse of discretion the district court’s evidentiary decisions.
    United States v. Brown, 
    415 F.3d 1257
    , 1264-65 (11th Cir. 2005). “The district
    court has broad discretion to determine the relevance and admissibility of any
    given piece of evidence.” United States v. Merrill, 
    513 F.3d 1293
     (11th Cir. 2008).
    “[E]vidence of wealth or extravagant spending may be admissible when relevant to
    28
    See Sovereign Military Hospitaller Order of Saint John of Jerusalem of Rhodes and of
    Malta v. Fla. Priory of the Knights Hospitallers of the Sovereign Order of Saint John of
    Jerusalem, Knights of Malta, the Ecumenical Order, 
    702 F.3d 1279
    , 1291 (11th Cir. 2012)
    (declining to import Global-Tech’s standard to analyze a fraud claim outside the specific civil
    patent-infringement context with which Global-Tech was concerned, and stating, “We have been
    admonished to exercise caution before importing standards from one area of intellectual-property
    law into another”).
    115
    Case: 14-12373     Date Filed: 08/11/2016    Page: 116 of 124
    issues in the case and where other evidence supports a finding of guilt.” United
    States v. Bradley, 
    644 F.3d 1213
    , 1271 (11th Cir. 2011). A district court has
    “broad discretion to admit the Government’s ‘wealth evidence’ so long as it aided
    in proving or disproving a fact in issue.” 
    Id. at 1270, 1272
     (finding no reversible
    error where the district court permitted the government to present substantial
    evidence of the defendants’ wealth).
    The district court did not abuse its broad discretion in admitting this
    evidence. First, the district court carefully limited the wealth evidence to evidence
    of compensation that depended upon WellCare’s profits. That way, the district
    court admitted only what was necessary to show that the defendants had an
    incentive to maximize WellCare’s profits. Second, before the government
    presented any wealth evidence, the district court instructed the jury to consider
    such evidence only to the extent it established financial motive for the defendants
    to commit the charged offenses and for no other reason. The district court further
    instructed the jury that the defendants’ wealth had nothing to do with whether the
    defendants were guilty or innocent of the charges against them. The district
    court’s jury instructions guarded against the chance that the jury would draw any
    impermissible inferences to the defendants’ detriment. As a result, the district
    court admitted only relevant evidence and took steps to mitigate any prejudicial
    effect.
    116
    Case: 14-12373      Date Filed: 08/11/2016   Page: 117 of 124
    Additionally, we reject Kale’s complaint that the government’s wealth
    evidence was especially prejudicial to his defense because he had only a “modest
    compensation alongside Mr. Farha’s rich financial rewards.” The record shows
    that the government presented distinct, individualized evidence of each defendant’s
    compensation. The admitted evidence showed that Kale’s compensation paled in
    comparison to Farha’s. If anything, this evidence helped distance Kale from the
    motive evidence. We find no impermissible spillover effects and no abuse of
    discretion by the district court.
    B.    Forensic Accountant’s Testimony
    The defendants argue that the district court abused its discretion under Rule
    703 of the Federal Rules of Evidence by allowing Kelly, the forensic accountant,
    (1) to disclose the fact that WellCare had publicly filed an audited financial
    restatement with the SEC and (2) to use any of the content of the restatement in his
    calculations and testimony. Rule 703 addresses an expert witness’s opinion
    testimony and provides as follows:
    An expert may base an opinion on facts or data in the case that the
    expert has been made aware of or personally observed. If experts in
    the particular field would reasonably rely on those kinds of facts or
    data in forming an opinion on the subject, they need not be admissible
    for the opinion to be admitted. But if the facts or data would
    otherwise be inadmissible, the proponent of the opinion may disclose
    them to the jury only if their probative value in helping the jury
    evaluate the opinion substantially outweighs their prejudicial effect.
    117
    Case: 14-12373        Date Filed: 08/11/2016         Page: 118 of 124
    Fed. R. Evid. 703. The rule allows experts to base their opinions on “facts or data”
    (1) that an expert has “been made aware of or personally observed” or (2) that
    experts in the particular field would “reasonably rely on.” Those “kinds of facts or
    data” need not be admissible.
    In forming his opinions, Kelly reasonably relied on the “facts or data”
    contained in WellCare’s audited financial restatement. Even though Kelly’s expert
    opinions themselves were admissible, the defendants challenge his disclosing to
    the jury (1) the fact that a restatement was filed to correct accounting errors and
    (2) certain numbers set forth in the restatement. They contend that these facts were
    inadmissible hearsay. The defendants stress that Rule 703 provides that if the facts
    or data used by the expert are not admissible, the experts may disclose them only if
    the probative value “substantially outweighs” the prejudicial effect. Defendants’
    argument fails because the financial restatement was admissible as a business
    record under Rule 803(6). Kelly could both use and reveal this evidence.29
    Notably too, the facts and data Kelly disclosed from the financial
    restatement primarily corroborated his own claims data analyses of WellCare’s
    over-reporting expenses and under-paying refunds. For context, Kelly’s testimony
    covered: (1) his own review and analysis of WellCare, Staywell, and HealthEase’s
    29
    The restatement contained comments and addressed issues beyond the scope of this
    case. The government offered to redact the restatement, but the district court decided not to
    admit it. The district court instead allowed Kelly to testify as to how he relied on and used
    certain financial information in the restatement. If anything, the district court’s careful and
    practical resolution of this issue underscores how the district court did not abuse its discretion.
    118
    Case: 14-12373    Date Filed: 08/11/2016   Page: 119 of 124
    records, including the claims database; (2) his calculations for each year from
    CY 2002-2006 as to the differences between the amounts Staywell and HealthEase
    reported to AHCA and what Staywell and HealthEase actually spent on
    CMH/TCM services; (3) Kelly’s calculations that the falsely-reported expenses
    were $29,920,705 more than the actual CMH/TCM expenses; (4) his own
    calculations of the impact of the falsely-reported expenses on WellCare’s annual
    financial statements filed with the SEC; and (5) Kelly’s analysis of the inconsistent
    80/20 reporting methodologies and Staywell and HealthEase’s use of a results-
    oriented reporting methodology that started with a predetermined refund amount
    and worked backward to expense figures to reach that result.
    After testifying about his own analyses, Kelly explained that public
    companies like WellCare regularly file 10-K financial statements with the SEC.
    Sometimes public companies conclude that a filed financial statement contains
    materially incorrect information. When that happens, the company must file a
    restatement with the SEC.
    Kelly told the jury that WellCare had restated its financial statement in 2007
    to correct accounting errors related to the refunds required under the AHCA
    contract. Based on his examination of WellCare’s restatement and Deloitte &
    Touche’s working papers, Kelly used audited figures from the restatement and
    calculated that Staywell and HealthEase collectively had owed $35,134,000 more
    119
    Case: 14-12373        Date Filed: 08/11/2016        Page: 120 of 124
    in refunds than what they paid from CY 2002 through CY 2006. Kelly also
    testified that, for tax years 2004, 2005, and 2006, Staywell and HealthEase’s
    combined net income before taxes should have been 13.9% lower in 2004, 8.8%
    lower in 2005, and 6.5% lower in 2006 than they reported.
    There was no error in admitting Kelly’s testimony about the fact of the
    audited restatement’s public filing or about certain financial figures in the
    restatement. The district court correctly noted on several occasions, including
    when ruling on the defendants’ Rule 703 objection, that the audited restatement
    qualified as a business record under Rule 803(6) of the Federal Rules of Evidence.
    The audited restatement was a report made in 2007 in conjunction with a detailed
    accounting review by those with knowledge of Staywell’s and HealthEase’s books
    and records. The restatement is a business record of the accounting review itself
    and its review of what Staywell and HealthEase publicly showed for their eligible
    expenses during the relevant period of the AHCA contracts. Federal courts
    commonly admit audited financial reports that restate earnings and are publicly
    filed with the SEC. 30 See, e.g., SEC v. Jasper, 
    678 F.3d 1116
    , 1124 (9th Cir. 2012)
    (collecting cases).
    30
    The government argues that any errors as to the restatement should be reviewed for
    plain error because the defendants either did not properly object or invited the errors by their
    shifting litigation position. We need not resolve those issues as the district court did not abuse its
    discretion.
    120
    Case: 14-12373    Date Filed: 08/11/2016     Page: 121 of 124
    Similar to this case, Jasper involved a fraud action in which the SEC alleged
    that a company’s former CFO perpetuated a fraudulent scheme resulting in the
    company’s significantly overstating its income. 
    Id. at 1119
    . The Ninth Circuit
    rejected the CFO’s argument that the company’s restatement, which the company
    filed following an internal investigation after the CFO had left the company, could
    not be admitted under Rule 803(6). 
    Id. at 1122-23
    . See also In re Worldcom, Inc.,
    
    357 B.R. 223
    , 229 (S.D.N.Y. 2006) (recognizing the admissibility of a financial
    restatement under Rule 803(6) and stressing the trial judge’s finding that “the
    intense public scrutiny involved in the restatement of WorldCom’s financial [sic]
    adequately ensured that the results were trustworthy”). As in Jasper, the
    restatement is generally admissible under Rule 803(6).
    The defendants also argue WellCare’s restatement was a result not of the
    company’s regular practice of a regularly conducted activity but rather of pressure
    WellCare faced while under threat of criminal prosecution. The Ninth Circuit
    rejected a similar argument in Jasper, where the CFO argued that the company’s
    financial restatement should have been excluded because it was “explicitly created
    with an eye toward pending litigation.” 
    678 F.3d at 1123
    . The Ninth Circuit
    disagreed, stating:
    This argument has no limiting principle: the filing of an accurate 10-K
    was and continues to be a legal requirement for Maxim [the
    company]. In today’s litigation-heavy climate, the filing of any 10-K
    can always subject companies to legal exposure. That is why lawyers
    121
    Case: 14-12373        Date Filed: 08/11/2016   Page: 122 of 124
    pore over 10-Ks every year at substantial expense to shareholders.
    Were this court to accept [the CFO’s] contention, virtually every
    document a public company releases to the public would be
    inadmissible as a business record merely because companies are
    worried about litigation risks. That is not the law under the Federal
    Rules of Evidence.
    
    Id., at 1123-24
    .
    While the circumstances in which WellCare filed the restatement had legal
    overtones, the process WellCare used to produce the restatement conformed to
    regular practice. It is undisputed that Deloitte & Touche conducted an independent
    audit in accordance with generally accepted accounting principles. 31 As this Court
    has said, the “touchstone of admissibility under the business records exception to
    the hearsay rule is reliability, and a trial judge has broad discretion to determine the
    admissibility of such evidence.” United States v. Langford, 
    647 F.3d 1309
    , 1327
    31
    Deloitte & Touche’s audit report states:
    We have audited the accompanying consolidated balance sheets of WellCare
    Health Plans, Inc. and subsidiaries (the “Company”) as of December 31, 2007,
    2006, 2005, and 2004, and the related consolidated statements of income,
    stockholders’ and members’ equity and comprehensive income, and cash flows
    for each of the four years in the period ended December 31, 2007. . . .
    We conducted our audits in accordance with the standards of the Public Company
    Accounting Oversight Board (United States). . . .
    The defendants argue that the restatement, though publicly filed with the SEC, was not properly
    authenticated by a custodian and thus could not be used at all. The restatement itself, however,
    was not admitted and therefore does not require separate authentication. The restatement was
    discussed only through Kelly’s expert testimony, and the limited content of the restatement that
    Kelly used was sufficiently reliable and admissible for purposes of his testimony. The
    defendants were free to cross-examine Kelly on the reliability of the facts and data upon which
    he relied.
    122
    Case: 14-12373        Date Filed: 08/11/2016       Page: 123 of 124
    (11th Cir. 2011). Any pressure WellCare experienced when cooperating with
    federal and state law enforcement and government agencies goes to the weight of
    the restatement’s content rather than to the restatement’s admissibility. Because
    the financial restatement was audited by an independent accounting firm, was
    publicly filed with the SEC, and was a reliable and relevant business record, we
    conclude that Rule 703 does not bar the testimony that Kelly offered regarding the
    restatement.
    We also reject the defendants’ allegation that they had no opportunity to
    alert the jury to circumstances that could cast doubt on the restatement’s
    reliability. 32 Defense counsel asked Kelly if WellCare had filed its restatement
    “after the company had been raided by 200 agents.” Kelly responded, “Yes, it
    was.” Defense counsel continued, “It was when the company was under federal
    investigation; right?” Kelly responded, “Yes, that’s true.” Defense counsel
    continued to press, “Well, the restatement was done at a time when the company
    was under threat of criminal prosecution; correct?” Kelly again, “I believe that’s
    right.” Later defense counsel asked, “[S]ometimes companies restate in order to
    survive; isn’t that correct?” Kelly answered, “Sometimes companies restate, yes,
    to correct their financial statements.” He explained that be it “for purposes of
    32
    Several months before trial, the district court expressed a preliminary willingness to
    allow the restatement to be admitted into evidence. After defense counsel objected, the court
    said, “Well, you can notify your forensic accountant that’s maybe an area where the
    government’s headed.” The government’s expert forensic accountant’s use of the audited
    financial statement was therefore no surprise.
    123
    Case: 14-12373       Date Filed: 08/11/2016      Page: 124 of 124
    getting lending or whatever . . . accurate financial statements are very important.”
    Kelly finished, “So, yes, companies do that to survive sometimes.” The defendants
    successfully communicated to the jury that external legal pressure may have
    motivated WellCare to restate its financials.
    By the time Kelly discussed the restatement and certain numbers therein, the
    jury already had heard about the false expense reports from Kelly, West, and
    internal company records. Kelly’s additional calculations based on the
    restatement’s financial information, while probative, were cumulative.
    The district court did not abuse its discretion in allowing Kelly to testify to a
    limited extent about the restatement.33
    VIII. CONCLUSION
    For all of the forgoing reasons, we affirm the defendants’ convictions.
    AFFIRMED.
    33
    Kale alone contends that the district court improperly limited his impeachment of Pearl
    Blackburn’s testimony and improperly allowed the government’s hypothetical question to
    witness Michael Turrell. Kale has not shown any reversible error as to these issues.
    124
    

Document Info

Docket Number: 14-12373

Citation Numbers: 832 F.3d 1259

Filed Date: 8/11/2016

Precedential Status: Precedential

Modified Date: 1/12/2023

Authorities (24)

UNITED STATES of America, Plaintiff-Appellee, v. David W. ... , 132 F.3d 662 ( 1998 )

United States v. Carlos Gonzalez , 485 F.3d 1291 ( 2007 )

United States v. Bodhan Gafyczk and Jorge Medina , 847 F.2d 685 ( 1988 )

United States v. Ronald Keith Brown , 415 F.3d 1257 ( 2005 )

United States v. Merrill , 513 F.3d 1293 ( 2008 )

United States v. Bradley , 644 F.3d 1213 ( 2011 )

United States v. Robert W. Whiteside , 285 F.3d 1345 ( 2002 )

United States v. Steven Sawyer, Harvey M. Bloch, Allen C. ... , 799 F.2d 1494 ( 1986 )

United States v. Michael Klopf , 423 F.3d 1228 ( 2005 )

United States v. Dennis , 237 F.3d 1295 ( 2001 )

United States v. James W. Stone , 9 F.3d 934 ( 1993 )

United States v. Goldsmith , 109 F.3d 714 ( 1997 )

United States v. Boffil-Rivera , 607 F.3d 736 ( 2010 )

United States v. Corry Thompson , 473 F.3d 1137 ( 2006 )

Securities & Exchange Commission v. Jasper , 678 F.3d 1116 ( 2012 )

United States v. Lynne Simon, Jean Martinez, Marilyn Jacobs,... , 839 F.2d 1461 ( 1988 )

United States v. Prather , 205 F.3d 1265 ( 2000 )

United States v. Dearing , 504 F.3d 897 ( 2007 )

United States v. Langford , 647 F.3d 1309 ( 2011 )

Deutsche Bank A.G. London Branch v. Worldcom, Inc. , 357 B.R. 223 ( 2006 )

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