George Amador v. 3M Company ( 2021 )


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  •                  United States Court of Appeals
    For the Eighth Circuit
    ___________________________
    No. 19-2899
    ___________________________
    In re: Bair Hugger Forced Air Warming Devices Products Liability Litigation
    ------------------------------
    George Amador
    Plaintiff - Appellant
    v.
    3M Company; Arizant Healthcare, Inc.
    Defendants - Appellees
    ____________
    Appeal from United States District Court
    for the District of Minnesota
    ____________
    Submitted: March 16, 2021
    Filed: August 16, 2021
    ____________
    Before GRUENDER, KELLY, and GRASZ, Circuit Judges.
    ____________
    GRUENDER, Circuit Judge.
    In December 2015, the Judicial Panel on Multidistrict Litigation created and
    centralized the In re Bair Hugger Forced Air Warming Devices Products Liability
    Litigation (“MDL”) in the District of Minnesota (“MDL court”) for coordinated
    pretrial proceedings. Plaintiffs 1 in the MDL have brought claims against 3M
    Company and its now-defunct, wholly owned subsidiary Arizant Healthcare, Inc.
    (collectively, “3M”). Plaintiffs assert that they contracted periprosthetic joint
    infections (“PJIs”) due to the use of 3M’s Bair Hugger, a convective (or “forced-
    air”) patient-warming device, during their orthopedic-implant surgeries. In July
    2019, on 3M’s motion, the MDL court excluded Plaintiffs’ general-causation
    medical experts as well as one of their engineering experts, and it then granted 3M
    summary judgment as to all of Plaintiffs’ claims. Subsequently, the MDL court
    entered an MDL-wide final judgment.
    Plaintiffs appeal. First, they argue that the MDL court abused its discretion
    in excluding their general-causation medical experts and engineering expert.
    Second, they argue that the MDL court erred in granting 3M summary judgment
    whether or not those experts were properly excluded. Third, they argue that the
    MDL court abused its discretion in denying Plaintiffs’ request for certain discovery.
    And fourth, they argue that the MDL court abused its discretion in ordering certain
    filings on its docket to remain sealed. Additionally, on appeal, Plaintiffs ask us to
    unseal those parts of the appellate record that duplicate the filings whose sealing on
    the MDL court’s docket they challenge.
    We reverse in full the exclusion of Plaintiffs’ general-causation medical
    experts and reverse in part the exclusion of their engineering expert. We reverse the
    grant of summary judgment in favor of 3M. We affirm the discovery order that
    Plaintiffs challenge. We affirm the MDL court’s decision to seal the filings Plaintiffs
    seek to have unsealed. And we deny Plaintiffs’ motion to unseal those same filings
    on our own docket.
    1
    Although George Amador is the captioned Plaintiff-Appellant, this appeal is
    brought by all Plaintiffs in the MDL to challenge several MDL-wide rulings.
    -2-
    I.
    In the mid-1980s, Dr. Scott Augustine invented the Bair Hugger, a forced-air
    device used to keep patients warm during surgery so as to stave off hypothermia-
    related complications that can arise during or after surgery. The device consists of
    a central heating unit, a hose, and a disposable perforated blanket that is placed over
    the patient. The central unit, which is often situated on or near the floor when in use,
    draws in air through a filter, warms that air (usually to a temperature significantly
    above the operating-room temperature), and blows it through the hose into the
    perforated blanket. The air exits the blanket through the perforations and keeps the
    patient warm. Typically, both the patient and the blanket are covered with surgical
    draping during operations, and the blanket is placed on a part of the body away from
    the surgical site, so the air does not blow directly onto the surgical site.
    Dr. Augustine marketed and sold the Bair Hugger through Augustine Medical,
    Inc., the company he founded and led as CEO until 2004. Around that time, Dr.
    Augustine was forced to leave Augustine Medical while under investigation for
    Medicare fraud. Augustine Medical then reorganized, and the division of the
    company that retained the Bair Hugger product line changed its name to Arizant
    Healthcare. In 2010, 3M acquired Arizant Healthcare and the Bair Hugger product
    line. Arizant Healthcare was dissolved in December 2014.
    After leaving Augustine Medical, Dr. Augustine developed the HotDog, a
    patient-warming device that transfers heat conductively to the patient by direct
    contact with the patient’s skin rather than by forced hot air. He then began a
    campaign to discredit his old invention and promote his new one. These efforts bore
    fruit. In March 2013, a plaintiff sued 3M and Arizant Healthcare in Texas state
    court, claiming that he contracted a PJI due to the Bair Hugger’s use in his hip-
    replacement surgery. Dr. Augustine worked with the law firm representing that
    plaintiff to prepare a “litigation guide” and solicitation letter for the purpose of
    fomenting more litigation against 3M. By December 2015, more than sixty
    materially similar cases against 3M had been filed in or removed to federal district
    -3-
    courts around the country. At that time, the Judicial Panel on Multidistrict Litigation
    ordered these cases centralized in the District of Minnesota for consolidated pretrial
    proceedings. See 
    28 U.S.C. § 1407
    (a). Nearly 6,000 lawsuits have since been filed
    as part of the MDL.
    In these cases, Plaintiffs allege that they suffered PJIs from the use of the Bair
    Hugger during their orthopedic-implant surgeries. PJIs are frequently caused by the
    introduction of microbes into the surgical site during surgery. Bacterial
    contamination is a particularly significant threat in orthopedic-implant surgeries
    because a PJI can be caused by very few microbes, possibly even a single bacterium.
    For this reason, it is standard for such surgeries to take place in “ultra-clean
    ventilation” operating rooms, where air is blown into the operating room through
    high-efficiency particulate air (“HEPA”) filtration at a uniform velocity. This
    HEPA-filtered “laminar” airflow blows over the patient, reducing the likelihood that
    operating-room airflow will carry ambient bacteria from nonsterile areas of the
    operating room into the surgical site.
    Plaintiffs advance two theories for how the Bair Hugger caused their PJIs
    during their orthopedic-implant surgeries. According to the “airflow disruption”
    theory, waste heat from the Bair Hugger creates convection currents that carry
    ambient bacteria from nonsterile areas of the operating room to the surgical site
    despite the laminar airflow, resulting in PJIs. According to the “dirty machine”
    theory, the Bair Hugger is internally contaminated with bacteria, which are blown
    through the blanket into the operating room, where they become ambient and
    eventually reach the surgical site, resulting in PJIs.
    In the master long-form complaint filed in the MDL, Plaintiffs asserted
    fourteen state-law claims against 3M, including negligence and strict liability (for
    failure to warn, defective design, and defective manufacture), among others.
    During discovery, Plaintiffs subpoenaed a third party, VitaHEAT Medical,
    LLC, to produce discovery regarding its “UB3,” a conductive patient-warming
    -4-
    device. Plaintiffs alleged that the UB3 was an alternative design to the Bair Hugger,
    making this discovery ostensibly relevant to their design-defect claims. See
    generally 63A Am. Jur. 2d Products Liability § 894 (May 2021 update) (“The
    existence of an alternative design may be used to establish that a product was
    unreasonably dangerous due to a design defect, and in some jurisdictions may be
    required.”). VitaHEAT objected on relevancy grounds, arguing that the UB3 was
    too different from the Bair Hugger to count as an “alternative design” for product-
    liability purposes. Plaintiffs then filed what they captioned a “motion to overrule”
    this relevancy objection. The MDL court denied this motion, agreeing that
    conductive patient-warming devices like the UB3 are too dissimilar from the Bair
    Hugger to qualify as “alternative designs,” meaning that this discovery was not
    relevant. Cf. United States v. One Assortment of 93 NFA Regulated Weapons, 
    897 F.3d 961
    , 966 (8th Cir. 2018) (“The Federal Rules of Civil Procedure limit discovery
    to that which ‘is relevant to any party’s claim or defense . . . .’” (quoting Fed. R. Civ.
    P. 26(b)(1))).
    The parties jointly agreed to a protective order to limit the disclosure of
    confidential information that might be contained in filings entered on the MDL
    docket. Pursuant to this protective order, the parties submitted numerous filings
    under seal over the course of the litigation. As relevant to this appeal, 3M sought to
    keep seven such filings under seal over Plaintiffs’ objection, asserting that it would
    suffer competitive harm if any was unsealed. The MDL court agreed and ordered
    these files kept under seal.
    As the litigation progressed, 3M moved to exclude Plaintiffs’ general-
    causation medical experts (Dr. Jonathan M. Samet, an epidemiologist; Dr. William
    Jarvis, an infectious-disease specialist; and Dr. Michael J. Stonnington, an
    orthopedic surgeon) as well as Plaintiffs’ engineering experts (including Dr. Said
    Elghobashi and Michael Buck). 3M also filed a motion for summary judgment
    contingent on the exclusion of Plaintiffs’ general-causation medical experts. The
    MDL court denied in pertinent part the motion to exclude those experts and denied
    the motion for summary judgment.
    -5-
    Subsequently, Gareis v. 3M Co. became the first bellwether trial in the MDL.
    See generally 156 Am. Jur. Trials § 219 (May 2021 update) (explaining the
    bellwether-trial process in mass-tort litigation). Ruling on pretrial motions in
    Gareis, the MDL court excluded evidence of Plaintiffs’ dirty-machine theory. The
    case then proceeded to trial on the airflow-disruption theory, and Plaintiffs’ experts
    Dr. Jarvis, Dr. Stonnington, and Dr. Elghobashi (among others) testified. After an
    approximately two-week trial, the jury returned a verdict for 3M.
    After the Gareis trial, 3M moved for reconsideration of the MDL court’s
    orders refusing to exclude Plaintiffs’ general-causation medical experts as well as
    Dr. Elghobashi and denying 3M summary judgment. The MDL court granted 3M’s
    motion, excluding Plaintiffs’ general-causation medical experts as well as Dr.
    Elghobashi and granting 3M summary judgment on all claims. The MDL court then
    entered an MDL-wide final judgment. See In re Temporomandibular Joint (TMJ)
    Implants Prods. Liab. Litig., 
    97 F.3d 1050
    , 1055 (8th Cir. 1996) (“A transferee court
    has the authority to enter dispositive orders terminating cases consolidated under 
    28 U.S.C. § 1407
    .”).
    Plaintiffs appeal, challenging the MDL court’s exclusion of their general-
    causation medical experts and Dr. Elghobashi, the MDL-wide grant of summary
    judgment in favor of 3M, the discovery ruling regarding conductive patient-warming
    devices, and the sealing of seven MDL docket entries. Plaintiffs also ask us on
    appeal to unseal on our own docket the records that they argue should have been
    unsealed on the MDL court’s docket.
    II.
    We begin by considering Plaintiffs’ challenge to the MDL court’s exclusion
    of their general-causation medical experts (Dr. Samet, Dr. Jarvis, and Dr.
    Stonnington) and engineering expert (Dr. Elghobashi). Dr. Samet, Dr. Jarvis, and
    Dr. Stonnington each offered general-causation opinions—that is, opinions that the
    Bair Hugger “is capable of causing the [PJIs] from which” Plaintiffs allegedly
    -6-
    suffered, see Junk v. Terminix Int’l Co., 
    628 F.3d 439
    , 450 (8th Cir. 2010) 2—based
    on both the airflow-disruption theory and the dirty-machine theory. Dr. Elghobashi
    created a computational-fluid-dynamics (“CFD”) model to support the airflow-
    disruption theory. The MDL court generally treated the medical experts as a
    collective set (their opinions were essentially the same and were founded on much
    of the same evidence), and it excluded their opinions as unreliable because (1) it
    concluded there was “too great an analytical gap between the literature and the
    experts’ general causation opinions”; and (2) “the causal inferences made by the
    experts have not been generally accepted by the scientific community.” 3 The MDL
    court also excluded Dr. Elghobashi’s model and opinion because (1) his conclusion
    about the Bair Hugger’s effects in real-world operating rooms relied on an unproven
    and untested premise, (2) there was too great an analytical gap between the results
    of his CFD and his conclusion about the Bair Hugger’s effects in real-world
    operating rooms, and (3) the CFD model was developed for litigation.
    For the following reasons, we reverse in full the exclusion of the medical
    experts’ opinions and reverse in part the exclusion of Dr. Elghobashi’s model and
    opinion. We first recite the principles that govern our analysis. We then analyze the
    reasons given by the MDL court for excluding the experts.
    2
    The opinions in question did not address specific causation—whether the
    Bair Hugger “in fact caused the harm from which” any particular MDL plaintiff
    suffered. See 
    id.
    3
    The MDL court articulated a third reason; namely, that “the experts failed to
    consider obvious alternative explanations.” This reason applies specifically to the
    medical experts’ treatment of the epidemiological study on which they relied, see
    infra Section II.B.1, that found an association between forced-air warming and PJIs,
    see Federal Judicial Center, Reference Manual on Scientific Evidence at 597-600 (3d
    ed. 2011) (explaining that “[c]onsideration of alternative explanations” is one of nine
    factors that “guide epidemiologists in making judgments about [general] causation”
    based on a study or studies that find an association). The MDL court discussed this
    same issue in its analysis of the “analytical gaps” between that study and the experts’
    opinions. Accordingly, we consider this point in assessing the MDL court’s
    “analytical gaps” analysis.
    -7-
    A.
    As the proponent of the expert testimony in question, Plaintiffs have the
    burden to prove its admissibility by a preponderance of the evidence. Lauzon v.
    Senco Prods., Inc., 
    270 F.3d 681
    , 686 (8th Cir. 2001). Federal Rule of Evidence 702
    governs the admissibility of expert testimony, and under this rule the district court
    is “vested with a gatekeeping function, ensuring that ‘any and all scientific testimony
    or evidence admitted is not only relevant, but reliable.’” Union Pac. R.R. v. Progress
    Rail Servs. Corp., 
    778 F.3d 704
    , 709 (8th Cir. 2015) (quoting Daubert v. Merrell
    Dow Pharms., Inc., 
    509 U.S. 579
    , 589 (1993)). In exercising this gatekeeping
    function, the district court has “broad discretion,” and “on appeal we will not disturb
    a decision concerning the exclusion of expert testimony absent an abuse of that
    discretion.” Wagner v. Hesston Corp., 
    450 F.3d 756
    , 758 (8th Cir. 2006).
    That said, we have recognized that the “liberal thrust” of Rule 702 regarding
    the admissibility of expert testimony creates “an intriguing juxtaposition with our
    oft-repeated abuse-of-discretion standard of review.” Johnson v. Mead Johnson &
    Co., 
    754 F.3d 557
    , 562 (8th Cir. 2014). “While we adhere to this discretionary
    standard for review of the district court’s Rule 702 gatekeeping decision, cases are
    legion that, correctly, under Daubert, call for the liberal admission of expert
    testimony.” 
    Id.
     (collecting authorities).
    Rule 702’s “screening requirement” has been “boiled down to a three-part
    test.” 
    Id. at 561
    . First, the testimony must be useful to the finder of fact in deciding
    the ultimate issue of fact, meaning it must be relevant. See 
    id.
     Second, the expert
    must be qualified to assist the finder of fact. 
    Id.
     Third, the testimony must be
    reliable or trustworthy in an evidentiary sense. 
    Id.
     At issue here is the third part of
    this test—whether Plaintiffs’ experts’ proposed testimony meets Rule 702’s
    reliability requirement. “The standard for judging the evidentiary reliability of
    expert evidence is ‘lower than the merits standard of correctness.’” Kuhn v. Wyeth,
    Inc., 
    686 F.3d 618
    , 625 (8th Cir. 2012) (quoting In re Paoli R.R. Yard PCB Litig.,
    
    35 F.3d 717
    , 744 (3d Cir. 1994)).
    -8-
    The reliability inquiry is a “flexible” one, with “[m]any factors” bearing on it.
    Daubert, 
    509 U.S. at 593-94
    . In Daubert, the Court articulated “four non-exclusive
    factors” relevant to this inquiry. Johnson, 754 F.3d at 562. These factors are
    (1) whether the expert’s theory or technique can be or has been tested, (2) whether
    the theory or technique has been subjected to peer review or publication, (3) the
    known or potential rate of error of the theory or technique, and (4) whether the
    technique or theory is generally accepted. See id.; Peitzmeier v. Hennessy Indus.,
    Inc., 
    97 F.3d 293
    , 297 (8th Cir. 1996). Factors recognized since Daubert include
    “whether the experts are proposing to testify about matters growing naturally and
    directly out of research they have conducted independent of the litigation, or whether
    they have developed their opinions expressly for purposes of testifying.” Daubert
    v. Merrell Dow Pharms., Inc., 
    43 F.3d 1311
    , 1317 (9th Cir. 1995).
    Additionally, while Daubert instructed that the focus of the reliability inquiry
    “must be solely on principles and methodology, not on the conclusions that they
    generate,” 
    509 U.S. at 595
    , the Supreme Court later clarified that “conclusions and
    methodology are not entirely distinct from one another,” Gen. Elec. Co. v. Joiner,
    
    522 U.S. 136
    , 146 (1997). Thus, “a district court’s focus on principles and
    methodology need not completely pretermit judicial consideration of an expert’s
    conclusions,” Kuhn, 686 F.3d at 625 (internal quotation marks omitted), and a
    district court may exclude expert testimony if it finds “that there is simply too great
    an analytical gap between the data and the opinion proffered,” Joiner, 
    522 U.S. at 146
    . Or, to put it in the language we have frequently used both before and after
    Daubert and Joiner, a district court may exclude an expert’s opinion if it is “so
    fundamentally unsupported” by its factual basis “that it can offer no assistance to the
    jury.” E.g., Loudermill v. Dow Chem. Co., 
    863 F.2d 566
    , 570 (8th Cir. 1988); United
    States v. Finch, 
    630 F.3d 1057
    , 1062 (8th Cir. 2011).
    When a district court excludes an expert’s opinion for being fundamentally
    unsupported, yet another “intriguing juxtaposition” is evident in our case law. See
    Johnson, 754 F.3d at 562. On the one hand, we have recognized that we owe
    “significant deference” to the district court’s “determination that expert testimony is
    -9-
    excessively speculative,” and we “can reverse only if we are convinced that the
    District Court made a clear error of judgment on the basis of the record before it.”
    Grp. Health Plan, Inc. v. Philip Morris USA, Inc., 
    344 F.3d 753
    , 760 (8th Cir. 2003)
    (internal quotation marks omitted). On the other hand, we have stated numerous
    times that, “[a]s a general rule, the factual basis of an expert opinion goes to the
    credibility of the testimony, not the admissibility.” E.g., United States v. Coutentos,
    
    651 F.3d 809
    , 820 (8th Cir. 2011); see also Klingenberg v. Vulcan Ladder USA,
    LLC, 
    936 F.3d 824
    , 829-30 (8th Cir. 2019) (distinguishing cases where we affirmed
    the exclusion of experts’ opinions as too speculative because, in those cases, the
    experts’ opinions were “wholly speculative,” “connected to the facts by only the
    expert’s ipse dixit,” “patent speculation,” “pure conjecture,” and “vague theorizing
    based upon general principles”).
    Thus, excluding an expert’s opinion for being fundamentally unsupported is
    an exception to the general rule that “[g]aps in an expert witness’s . . . knowledge”
    go to weight, not admissibility. See Robinson v. GEICO Gen. Ins., 
    447 F.3d 1096
    ,
    1100 (8th Cir. 2006); cf. Finch, 
    630 F.3d at 1062
     (“Doubts regarding whether an
    expert’s testimony will be useful should generally be resolved in favor of
    admissibility.” (brackets omitted)). “Vigorous cross-examination, presentation of
    contrary evidence, and careful instruction on the burden of proof are the traditional
    and appropriate means” of addressing “shaky but admissible evidence.” Daubert,
    
    509 U.S. at 596
    .
    With these principles in mind, we analyze the reasons provided by the MDL
    court for excluding Plaintiffs’ general-causation medical experts and Dr. Elghobashi
    (whose CFD model and testimony formed part of the factual basis for the general-
    causation medical experts’ opinions).
    B.
    We first consider the MDL court’s determination that “too great an analytical
    gap” existed between “the literature” and Plaintiffs’ medical experts’ general-
    -10-
    causation opinions. This literature falls generally into two categories: (1) an
    epidemiological study reporting an association between forced-air warming and
    PJIs; and (2) studies and reports ostensibly supporting both of Plaintiffs’ mechanistic
    theories of causation. We consider this evidence to assess whether the MDL court
    “made a clear error of judgment on the basis of the record before it” in finding the
    experts’ opinions too speculative to be admitted. See Grp. Health Plan, 
    344 F.3d at 760
     (internal quotation marks omitted).
    1.
    All three medical experts relied on a 2011 observational epidemiological
    study as support for their conclusion that the Bair Hugger is capable of causing PJIs.
    See P.D. McGovern et al., Forced-Air Warming and Ultra-Clean Ventilation Do Not
    Mix, 93-B J. Bone & Joint Surgery 1537 (2011) (“McGovern 2011”). As an
    observational epidemiological study, McGovern 2011 explored whether forced-air
    warming was associated with an increased rate of PJIs by comparing a group of
    individuals warmed convectively to a group of individuals warmed conductively.
    See id. at 1537. See generally Reference Manual, supra, at 552, 555-56.
    Specifically, McGovern 2011 reviewed infection data from 1,437 hip- or
    knee-replacement surgeries performed at a particular hospital for a 2.5-year period.
    Id. at 1537, 1540. From July 2008 to March 2010, the patients were warmed with
    Bair Huggers; from March 2010 to June 2010, the hospital gradually transitioned to
    using conductive patient-warming devices; and from June 2010 to the end of the
    study, the patients were warmed solely with conductive patient-warming devices.
    Id. at 1540, 1543. The investigators found that patients warmed convectively were
    nearly four times more likely to contract a PJI than patients warmed conductively.
    Id. at 1541. The authors of McGovern 2011 acknowledged that the study did “not
    establish a causal basis” for this association. Id. at 1543. And they acknowledged
    -11-
    that their findings may have been “confounded” 4 by “other infection control
    measures instituted by the hospital” during the study period (specifically identifying
    two such potentially confounding measures) and that they were “unable to consider
    all [patient-medical-history] factors” associated with PJIs, including a number of
    “important predictors for deep infection,” due to limited data in the records they
    reviewed. Id.
    The MDL court found that McGovern 2011 itself was sufficiently reliable to
    be admitted. But the MDL court faulted the experts’ reliance on it in ways that
    contributed to the analytical gap it found. For instance, the MDL court deemed it
    unreliable for the experts to draw an inference of causation from this study when the
    study disclaimed having proved causation. The MDL court also faulted how the
    experts handled the study’s limitations.
    As for the first point, we disagree that it is per se unreliable for an expert to
    draw an inference of causation from an epidemiological study that disclaimed
    proving causation. “[E]pidemiology cannot prove causation.” Reference Manual,
    supra, at 598. Instead, epidemiology enables experts to find associations, which by
    themselves do not entail causation. See id. at 552-53, 598. But an observational
    study such as McGovern 2011 “can be brought to bear” on the question of causation,
    id. at 217, and “can be very useful” to answering that question, id. at 221. Ultimately
    “causation is a judgment for epidemiologists and others interpreting the
    epidemiologic data.” Id. at 598; see also id. at 222 (“In the end, deciding whether
    associations are causal typically . . . rests on scientific judgment.”). Thus, it was not
    necessarily unreliable for the experts to rely on McGovern 2011 to draw an inference
    of causation just because the study itself recognized, consistent with these principles,
    that the association did not establish causation. So long as an expert does the work
    4
    “Confounding occurs when another causal factor (the confounder) confuses
    the relationship between the agent of interest and outcome of interest.” Reference
    Manual, supra, at 591. For instance, if those who drink alcohol are more likely to
    smoke than those who do not, then smoking may be a confounder in a study finding
    an association between drinking alcohol and emphysema. See id. at 592.
    -12-
    “to bridge the gap between association and causation,” a study disclaiming having
    proven causation may nevertheless support such a conclusion. See id. at 218.
    We recognize that there is language from Joiner that, when taken out of
    context, might appear to suggest otherwise. See 
    522 U.S. at 145
     (“Given that [the
    authors of the study in question] were unwilling to say that PCB exposure had caused
    cancer among the workers they examined, their study did not support the experts’
    conclusion that Joiner’s exposure to PCB’s caused his cancer.”). But the context
    indicates that the problem with the experts’ opinions in that case was that they failed
    to bridge the gap left by the study in question. See 
    id. at 145-46
     (recounting
    numerous issues with the experts’ factual basis).
    As for the second issue, the MDL court rightly faulted the experts for how
    they handled McGovern 2011’s limitations. “Assessing whether an association is
    causal requires an understanding of the strengths and weaknesses of the study’s
    design and implementation,” and “the key questions” in evaluating epidemiological
    evidence “are the extent to which a study’s limitations compromise its findings and
    permit inferences about causation.” Reference Manual, supra, at 553. The experts
    did not adequately address McGovern 2011’s limitations. Neither Dr. Jarvis nor Dr.
    Stonnington mentioned the identified potential confounders or limitations in
    McGovern 2011 in their reports. Dr. Samet, on the other hand, did address in his
    report the two potential confounders identified by the authors in the study itself, and
    he meaningfully explained why in his view these variables did not confound the
    study’s findings. But Dr. Samet did not meaningfully address the other limitations
    identified by the McGovern 2011 authors except to say that confounding by other
    factors “seems unlikely” for ostensibly logical reasons. 5
    5
    In the context of discussing this point, the MDL court also faulted Dr. Samet
    for departing “from his own description of reliable methodology.” Specifically, it
    noted that, with respect to the criterion of consistency that experts use in making
    judgments about causation, see Reference Manual, supra, at 600, Dr. Samet noted
    that that criterion “is generally applied as a consideration related to interpretation of
    findings of multiple observational studies and hence is not applicable to the single
    -13-
    However, McGovern 2011 was not the only basis on which the experts relied
    in forming their opinions. In addition to the epidemiological data from McGovern
    2011, the experts also relied on studies and reports ostensibly showing plausible
    mechanisms by which forced-air warming can cause PJIs. See id. at 599-600, 604
    (identifying the “biological plausibility” of a general-causation theory as one factor
    guiding epidemiologists in “making judgments about causation” and noting that
    “[w]hen biological plausibility exists, it lends credence to an inference of
    causality”). Thus, the experts’ failure to handle McGovern 2011’s limitations
    properly is not fatal to the admissibility of their opinions. See id. at 599-600 (listing
    “factors that guide epidemiologists in making judgments about causation”; noting
    that “there is no threshold number that must exist”; and including among these
    factors “[b]iological plausibility” along with “[c]onsideration of alternative
    explanations”). “[A]n inference of causation based on the totality of the evidence”
    may be reliable even if “no one line of evidence support[s] a reliable inference of
    causation” by itself. Milward v. Acuity Specialty Prods. Grp., Inc., 
    639 F.3d 11
    , 23
    (1st Cir. 2011); see also United States v. W.R. Grace, 
    504 F.3d 745
    , 765 (9th Cir.
    2007) (noting that whether an expert’s opinion testimony satisfies Rule 702
    “requires consideration of the overall sufficiency of the underlying facts and data”).
    Accordingly, we turn to the other evidence these experts considered.
    study by McGovern.” Because there was only one epidemiological study here, Dr.
    Samet instead “point[ed] to the consistency of the findings of studies addressing the
    effect of the Bair Hugger device on particle counts at the surgical site.” In context,
    we do not read this as Dr. Samet misapplying his own methodology but rather
    acknowledging that the consistency factor was not relevant in its conventional sense
    but nevertheless the consistency of the mechanistic studies supported an inference
    of causation from McGovern 2011’s finding of an association. As he explained in
    the next paragraph of his report following the language the MDL court quoted, the
    mechanistic evidence is consistent with McGovern 2011’s findings. The Reference
    Manual directs epidemiologists to consider whether the finding of an association is
    “consistent with other relevant knowledge,” supra, at 606, and we fail to see how
    mechanistic evidence would not count as “other relevant knowledge.”
    -14-
    2.
    The studies and reports ostensibly showing the “biological plausibility” of the
    medical experts’ general-causation opinions broadly fall into two categories. One
    set ostensibly supports Plaintiffs’ airflow-disruption theory, and the other ostensibly
    supports Plaintiffs’ dirty-machine theory.
    a.
    All three medical experts relied on Plaintiffs’ airflow-disruption theory as a
    plausible causal mechanism to support their general-causation opinions. Again,
    according to this theory, waste heat generated by the Bair Hugger creates convection
    currents that disrupt laminar airflow in operating rooms and transmit nonsterile air
    to the surgical site, causing PJIs. The experts relied on two general categories of
    evidence for this theory: (i) Dr. Elghobashi’s CFD model and (ii) published studies
    examining airflow patterns in operating rooms as well as the correlation between
    particles and bacteria. We consider each category in turn.
    i.
    To investigate whether forced-air warming “play[s] a role” in transporting
    squames (skin flakes capable of carrying bacteria that are present in operating
    rooms) to the surgical site, Dr. Elghobashi prepared a CFD model using large eddy
    simulation (a way to model fluid turbulence) to simulate the Bair Hugger’s effect on
    airflow and dispersion of squames in an ultra-clean-ventilation operating room. Dr.
    Samet and Dr. Jarvis relied on Dr. Elghobashi’s model. The parties agree, and the
    MDL court found, that the physics underlying Dr. Elghobashi’s model is reliable.
    Dr. Elghobashi eventually published his model with several coauthors in a peer-
    reviewed journal. See X. He et al., Effect of Heated-Air Blanket on the Dispersion
    of Squames in an Operating Room, 34 Int’l J. Numerical Methods Biomedical
    Eng’g, May 2018, at 1 (“He 2018”).
    -15-
    Dr. Elghobashi’s model replicated an orthopedic operating room, including
    details such as laminar airflow, an operating table, surgical drapes, a patient
    underneath the drapes prepared for knee surgery, four surgeons (two with hands
    extended over the patient, two with hands down), two side tables, two surgical
    lamps, the Bair Hugger blanket applied to the patient’s torso under the drapes, and
    the Bair Hugger central unit sitting on the floor near the head of the operating table.
    Dr. Elghobashi accounted for the heat generated by the Bair Hugger as well as heat
    emanating from other sources, including the surgeons, patient, surgical lamps, and
    even the exposed surface of the patient’s knee. He then included approximately
    three million 10-µm-sized squames on the floor of the operating room near the
    operating table (a person sheds on average about ten million squames a day). After
    inputting a number of airflow-related details, Dr. Elghobashi simulated whether the
    Bair Hugger could lift these 10-µm-sized squames—particles undisputedly large
    enough to carry bacteria and thus be “dangerous”—up to four “regions of interest”
    in the operating room, such as where the surgical tools are kept and the surgical site
    itself.
    Dr. Elghobashi’s model showed that, with the Bair Hugger off, the laminar
    airflow in the operating room was able to disperse the squames away from the
    regions of interest and to airflow outlets. From this, he concluded that “without the
    hot air discharged from the blower, the ventilation air circulation alone cannot
    disperse the squames to the surgical site.” But with the Bair Hugger on, within less
    than a minute the operating-room airflow was sufficiently disrupted by Bair-Hugger-
    generated heat that convection currents generated by the Bair Hugger lifted a
    statistically significant number of squames to the regions of interest.
    Dr. Elghobashi’s conclusion was that “the hot air from the blower and
    resultant thermal plumes are capable of lifting [squames] and transporting them to
    the side tables, above the operating table, and the surgical site.” And he added that
    if other variables were introduced into the model, such as movement of medical staff,
    “then the probability of dispersing the squames to the surgical site will be increased
    even further.” In the published version of the study, Dr. Elghobashi noted that
    -16-
    “several . . . complexities involving other medical equipment in an [operating room],
    motion of the medical staff, opening and closing of the [operating-room] door,
    among others are not accounted for,” but he asserted that “these complexities may
    not impact the main conclusions of the present study.” He 2018, supra, at 18.
    The MDL court excluded Dr. Elghobashi’s opinion and his model for three
    reasons. First, it found that his conclusion “relies on an unproven and untested
    premise.” Second, it found that there was “too great an analytical gap between the
    CFD results and Dr. Elghobashi’s conclusion that the surgical team’s movement
    would only increase the Bair Hugger’s effect in the real world.” Third, Dr.
    Elghobashi’s CFD model was developed for litigation, raising “concerns about its
    reliability and objectivity.” We conclude that entirely excluding Dr. Elghobashi and
    his model for these reasons was an abuse of discretion. See, e.g., United Fire & Cas.
    Co. v. Whirlpool Corp., 
    704 F.3d 1338
    , 1341-42 (11th Cir. 2013) (per curiam)
    (reversing in part the district court’s “sweeping exclusion” of an expert’s testimony
    (citing, inter alia, Weisgram v. Marley Co., 
    169 F.3d 514
    , 518 (8th Cir. 1999))).
    The MDL court mainly faulted Dr. Elghobashi for opining that if additional
    real-world conditions (such as personnel movement) that have a significant impact
    on airflow disruption were introduced into his model, then the Bair Hugger’s effect
    on the dispersion of squames would be exaggerated in a real-world operating room.
    We affirm this aspect of the MDL court’s exclusion. In neither his expert report nor
    his published study did Dr. Elghobashi provide support for this assertion, and at the
    Gareis trial he explained that he knew this “based on [his] knowledge” and said to
    “trust [him] about this.” “[N]othing in either Daubert or the Federal Rules of
    Evidence requires a district court to admit opinion evidence that is connected to
    existing data only by the ipse dixit of the expert.” Joiner, 
    522 U.S. at 146
    .
    But we do not affirm the MDL court’s categorical exclusion of Dr. Elghobashi
    and his model. Dr. Elghobashi set out to determine whether forced-air warming
    “play[s] a role in transporting squame particles to the surgical site”; his CFD model
    tested this hypothesis; and he found that forced-air warming does play a role, at least
    -17-
    in certain operating-room conditions with limited airflow disruptions from other
    sources. So limited, his conclusion was tested and supported by the CFD model,
    and the problematic analytical gap found by the MDL court is gone.
    Granted, the MDL court also decided to exclude Dr. Elghobashi’s testimony
    and model because they were “developed for litigation.” See generally Lauzon, 
    270 F.3d at 687
    . But, with Dr. Elghobashi’s testimony properly limited so as to eliminate
    the other reasons for its exclusion, this factor alone does not warrant exclusion. The
    scientific reliability of a “hired gun” expert’s testimony can “be shown ‘by proof
    that the research and analysis supporting the proffered conclusions have been
    subjected to normal scientific scrutiny through peer review and publication.’”
    Lauzon, 
    270 F.3d at 693
     (quoting Daubert, 
    43 F.3d at 1318
    ). That happened here—
    Dr. Elghobashi’s report in this case appears in a peer-reviewed journal. See He 2018,
    supra. In these circumstances—where a “hired gun” expert’s work has been peer
    reviewed and published, and the developed-for-litigation concern is the only
    remaining reason for excluding the testimony—we conclude that lingering questions
    of reliability and objectivity go to weight rather than admissibility. See DiCarlo v.
    Keller Ladders, Inc., 
    211 F.3d 465
    , 468 (8th Cir. 2000) (“An expert witness’s bias
    goes to the weight, not the admissibility of the testimony, and should be brought out
    on cross-examination.” (internal quotation marks omitted)).
    Accordingly, the MDL court abused its discretion insofar as it excluded all of
    Dr. Elghobashi’s testimony. His testimony, properly limited as we have specified
    here, is admissible. Therefore, his limited testimony and CFD model may be
    considered as part of the factual basis for Plaintiffs’ medical experts’ airflow-
    disruption-theory-based general-causation opinions. 6
    6
    In a footnote, the MDL court noted that if Dr. Elghobashi’s testimony were
    so limited, it “would not assist the trier of fact in resolving the factual dispute” in the
    cases in this MDL because every such case will require Plaintiffs to prove specific
    causation. But Dr. Elghobashi’s model and limited testimony are relevant and
    admissible insofar as they provide part of the factual basis for Plaintiffs’ medical
    experts’ general-causation opinions. See Archer Daniels Midland Co. v. Aon Risk
    -18-
    As for the support that the CFD model and such limited testimony would
    provide (if admissible) for the medical experts’ general-causation opinions to the
    extent that they are based on the airflow-disruption theory, the MDL court noted that
    there was “too great an analytical gap between the CFD results and the medical
    experts’ conclusions that the Bair Hugger causes infection.” The MDL court
    explained that this was because the CFD model did not account for many sources of
    turbulence often present in a real-world operating room, thus leaving questions
    unanswered about the real-world effects of the Bair-Hugger-created turbulence. We
    agree that there are gaps between Dr. Elghobashi’s model simulating a “pure
    operating room” and the opinion that the airflow-disruption theory is a plausible
    mechanism for how the Bair Hugger causes PJIs in real-world operating rooms. But
    Dr. Elghobashi’s CFD model is not the lone support for the airflow-disruption
    theory, and whether too great an analytical gap exists here requires consideration of
    the totality of the evidence on this point. See W.R. Grace, 
    504 F.3d at 765
    .
    ii.
    In addition to Dr. Elghobashi’s model, the medical experts relied on a number
    of published studies to find the airflow-disruption theory a plausible mechanism of
    how the Bair Hugger causes PJIs, thereby supporting their general-causation
    opinions. The MDL court found that the studies themselves were sufficiently
    reliable to be admitted. But it concluded that there remained “too great an analytical
    gap between these studies and the experts’ conclusion that the Bair Hugger causes
    infection” by way of this mechanism. First, the MDL court found that the
    proposition that the Bair Hugger increases particle-laden airflow over the surgical
    site was inadequately supported because the studies that the experts cited for this
    proposition did not simulate “real world” operating-room conditions. Second, the
    MDL court found that, even assuming this first proposition was correct, the
    proposition that the particles in this airflow carried bacteria was inadequately
    Servs., Inc. of Minn., 
    356 F.3d 850
    , 858 (8th Cir. 2004) (“An expert need not have
    an opinion on an ultimate issue of fact in order for the testimony to be admissible.”).
    -19-
    supported because Dr. Jarvis “admitted” at the Gareis trial that no study showed that
    the Bair Hugger has any impact on particles that are large enough to carry bacteria
    (other than “perhaps” the CFD model).
    As for whether the Bair Hugger increases particle-laden airflow over the
    surgical site, the MDL court was correct that many of these studies, like Dr.
    Elghobashi’s model, did not test the Bair Hugger’s effects on airflow disruption and
    particle counts with all potentially relevant variables included in the analysis. See,
    e.g., McGovern 2011, supra, at 1537-38 (testing the airflow-disruption hypothesis
    by using a mannequin warmed underneath surgical draping with the Bair Hugger
    while having a surgeon stand motionless next to the surgical site and an anesthetist
    stand at the head of the operating-room table); K.B. Dasari, M. Albrecht & M.
    Harper, Effect of Forced-Air Warming on the Performance of Operating Theatre
    Laminar Flow Ventilation, 67 Anaesthesia 244, 245, 248 (2012) (“Dasari 2012”)
    (finding that forced-air warming created significant levels of excess heat above and
    around the surgical site under laminar-airflow conditions compared to conductive
    warming technologies after applying forced-air warming to a mannequin underneath
    surgical drapes and having two people walk around in the laminar airflow but
    acknowledging that “in a working operating [room] there are more people and many
    other ways by which the system might be disrupted”); A.J. Legg, T. Cannon & A.J.
    Hamer, Do Forced Air Patient-Warming Devices Disrupt Unidirectional Downward
    Airflow?, 94-B J. Bone & Joint Surgery 254, 255 (2012) (“Legg 2012”) (testing the
    airflow-disruption theory by placing a volunteer draped for surgery with the warmer
    applied under the drapes on an operating table within an enclosure meant to facilitate
    laminar airflow and having a surgeon stand within the enclosure, but not including
    any assistants or instrument trays in the enclosure); A.J. Legg & A.J. Hamer, Forced-
    Air Patient Warming Blankets Disrupt Unidirectional Airflow, 95-B Bone & Joint
    J. 407, 407 (2013) (“Legg 2013”) (using similar conditions as in Legg 2012); Kumar
    G. Belani et al., Patient Warming Excess Heat: The Effects on Orthopedic Operating
    Room Ventilation Performance, 117 Anesthesia & Analgesia 406, 406-07, 410
    (2013) (“Belani 2013”) (testing the airflow-disruption theory by draping a
    mannequin, applying warming devices underneath the drapes to the mannequin’s
    -20-
    torso, and having an anesthetist stand motionless at the head of the mannequin, but
    cautioning that their findings were “dependent on [the] exact setup” of the
    experiment, which omitted “instrument trays and a working surgical team”).
    These limitations notwithstanding, a few of these studies make findings and
    observations that ameliorate the problematic gap the MDL court found between the
    simulated operating-room conditions in these studies and real-world operating
    rooms. For instance, in McGovern 2011, the authors noted how the surgical lighting,
    drapes, and personnel in their study created “fragile [airflow] conditions” that
    facilitated the Bair Hugger’s ability to disrupt airflow significantly enough to
    transmit air from nonsterile areas of the operating room to the surgical site.
    McGovern 2011, supra, at 1542. Similarly, in Belani 2013, the authors found that
    surgical lighting and drapes magnified the Bair Hugger’s effects. Belani 2013,
    supra, at 410. In other words, findings in these studies provide empirical support
    bridging the analytical gap from simulated operating-room conditions to real-world
    operating-room conditions. This analytical gap, then, was at least partially illusory.
    As for whether particles in the increased airflow over the surgical site include
    bacteria-laden particles, the MDL court made too much of Dr. Jarvis’s “admission.”
    As Dr. Jarvis explained at the Gareis trial, the key study on which the medical
    experts relied to correlate particles with bacteria found a statistically significant
    association between the presence of bacteria and the presence of particles measuring
    both 5.0-10.0 µm in diameter and ≥10.0 µm in diameter. See Gregory W. Stocks et
    al., Predicting Bacterial Populations Based on Airborne Particulates: A Study
    Performed in Nonlaminar Flow Operating Rooms During Joint Arthroplasty
    Surgery, 38 Am. J. Infection Control 199, 199-202 (2010) (“Stocks 2010”). 7 The
    Legg 2012 authors found a statistically significant increase in particles measuring
    5.0 µm in size over the surgical site when forced-air warming was used. Legg 2012,
    supra, at 255-56. And, as discussed above, Dr. Elghobashi’s (admissible) CFD
    7
    This study also noted that “[a]irborne bacteria-carrying particles measure 4
    µm to 20 µm.” Id. at 203.
    -21-
    model showed particles measuring 10.0 µm in size reaching “regions of interest”
    (including the region simulating the surgical site) with the machine on for a short
    period of time. In other words, the proposition that the increase in particles caused
    by the Bair Hugger includes bacteria-laden particles finds support in the record.
    The question for the MDL court was whether there was sufficient support in
    the factual basis for the experts’ opinions that the Bair Hugger is capable of causing
    airflow disruption in a real-world operating room that transmits bacteria to the
    surgical site. The MDL court held that there was not. But, as we have just seen,
    there is significant support for the proposition that the Bair Hugger independently is
    capable of disrupting airflow so as to transmit bacteria to the surgical site when other
    airflow-disruptive variables are controlled for, and there also is empirical support
    for the proposition that those other variables can facilitate the Bair Hugger’s airflow-
    disruptive effect in a real-world operating room. Thus, notwithstanding the
    significant deference owed here, we conclude that the MDL court committed a clear
    error of judgment on the basis of the record before it, see Grp. Health Plan, 
    344 F.3d at 760
    , in holding that the experts’ general-causation opinions premised on the
    airflow-disruption theory were “so fundamentally unsupported” that they had to be
    excluded, see Loudermill, 
    863 F.2d at 570
    . In light of the evidence the experts relied
    on to find the airflow-disruption theory a plausible mechanism to explain the
    association found in McGovern 2011, this was an instance in which our “general
    rule” that deficiencies in an expert’s factual basis go to weight and not admissibility
    should have been followed. See, e.g., Klingenberg, 936 F.3d at 830.
    b.
    All three medical experts also relied on the dirty-machine theory as a plausible
    causation mechanism to support their general-causation opinions. Again, according
    to this theory, the Bair Hugger is capable of emitting bacteria harbored within the
    machine through the blanket and ultimately to the surgical site, causing PJIs. The
    experts relied on published studies and reports ostensibly supporting this
    -22-
    mechanistic theory. 8 The MDL court found “too great an analytical gap between the
    experts’ conclusions” and these studies, faulting them for ignoring the limitations in
    these studies, none of which examined whether contaminated air emitted from the
    device “could reach the surgical site and cause infection.”
    For the dirty-machine theory to be plausible and for the experts’ opinions to
    be reliably based on this theory, four premises need to be sufficiently supported in
    the evidence relied on by the experts. Cf. Hirchak, 980 F.3d at 609 (noting that,
    under Rule 702, “the expert opinion itself—not just one of its several premises—
    must be ‘based on sufficient facts’”). First, the Bair Hugger internally must harbor
    bacteria in either the central unit or the hose. Second, the Bair Hugger must be
    capable of blowing that internal contamination into the blanket. Third, that internal
    contamination must be capable of escaping the blanket. And fourth, that internal
    contamination must be able to reach the surgical site.
    The first premise is well supported by the studies that the experts cite, many
    of which found that Bair Huggers were internally contaminated with bacteria. See,
    e.g., M.S. Avidan et al., Convection Warmers—Not Just Hot Air, 52 Anaesthesia
    8
    According to his deposition testimony, Dr. Jarvis also considered the
    experiment done by Plaintiffs’ engineering expert Michael Buck, in which Buck
    found that the Bair Hugger emitted out of the blanket 5-10 µm sized particles and
    >10 µm sized particles. Seemingly because neither Dr. Jarvis nor the other two
    medical experts cited Buck’s experiment in their reports, however, 3M argues that
    none of these experts relied on Buck’s work and so this work cannot be considered
    part of the factual basis for their opinions. See Hirchak v. W.W. Grainger, Inc., 
    980 F.3d 605
    , 609 (8th Cir. 2020) (noting that evidence an expert did not consider cannot
    rescue the expert’s opinion from inadmissibility “by filling its analytical gaps”);
    Turner v. Iowa Fire Equip. Co., 
    229 F.3d 1202
    , 1209 (8th Cir. 2000) (rejecting
    plaintiffs’ attempt to bolster their expert’s causation opinion with materials
    corroborating it because the expert “simply did not rely upon those items in
    formulating his opinion”). We decline to resolve this point because we find that the
    studies and reports that the experts undisputedly relied on provide enough of a
    factual basis to render a clear error of judgment the MDL court’s finding of “too
    great” an analytical gap here.
    -23-
    1073, 1074-75 (1997) (“Avidan 1997”); A.T. Bernards et al., Persistent
    Acinetobacter Baumannii? Look Inside Your Medical Equipment, 25 Infection
    Control & Hosp. Epidemiology 1002, 1002, 1004 (2004) (“Bernards 2004”); Mark
    Albrecht, Robert Gauthier & David Leaper, Forced-Air Warming: A Source of
    Airborne Contamination in the Operating Room?, 1 Orthopedic Reviews 85, 85-87
    (2009) (“Albrecht 2009”); Mark Albrecht et al., Forced-Air Warming Blowers: An
    Evaluation of Filtration Adequacy and Airborne Contamination Emissions in the
    Operating Room, 39 Am. J. Infection Control 321, 322, 324-25 (2011) (“Albrecht
    2011”).
    The second premise also finds support in these studies. See, e.g., Avidan
    1997, supra, at 1074 (finding that air blown out of Bair Hugger hoses contained
    microbes); Albrecht 2009, supra, at 85, 87 (finding that Bair Hugger hoses were
    emitting particles in the size range of airborne microbes).
    The third and fourth premises find less support but are not unsupported. On
    the one hand, one of the studies expressly recognized that, for a “direct risk” from
    the internal contamination to be present, the airflow from the machines would have
    to reach the surgical site, and it observed that it was “presently unknown whether
    this happens” because the blanket “may act as a low-efficiency microbial filter” and
    “surgical drapes may act as a barrier.” See Mike Reed et al., Forced-Air Warming
    Design: Evaluation of Intake Filtration, Internal Microbial Buildup, and Airborne-
    Contamination Emissions, 81 Am. Ass’n Nurse Anesthetists J. 275, 279 (2013)
    (“Reed 2013”). On the other hand, a subsequent report described an incident in
    which a short-circuit inside a Bair Hugger generated smoke that was emitted through
    the blanket and deposited as soot on the patient’s body in the pattern of the holes in
    the Bair Hugger blanket, undermining the blanket-as-secondary-filter hypothesis
    and supporting the third premise. See T. Moon et al., Forced Air Warming Device
    Failure Resulting in Smoke and Soot on a Surgical Patient, 4 Open Access J.
    -24-
    Surgery, May 2017, at 1 (“Moon 2017”). 9 And the fourth premise finds support in
    several sources. For one, in a 2004 report on a bacterial-outbreak investigation, the
    investigators reported that they traced the outbreak strain to the interior of a
    ventilator and a Bair Hugger, explained that the outbreak subsided once they cleaned
    the ventilator and replaced the Bair Hugger’s filter, and offered their view that “the
    outbreak strain was transmitted by being carried on contaminated dust from within
    the machines to the exterior during operation.” Bernards 2004, supra, at 1003.
    Additionally, some of the airflow-disruption studies the experts relied on reported
    that air from where the blanket exhausted waste heat reached the surgical site and
    that certain draping arrangements would facilitate that. See, e.g., McGovern 2011,
    supra, at 1537, 1539-40; Belani 2013, supra, at 407.
    Accordingly, we conclude that it was a clear error of judgment for the MDL
    court to find that the experts’ opinions insofar as they were based on the dirty-
    machine theory were so fundamentally unsupported that they should be excluded.
    See Grp. Health Plan, 
    344 F.3d at 760
    ; Loudermill, 
    863 F.2d at 570
    . Certainly, there
    are weaknesses in the dirty-machine theory. Again, however, redress for such
    weaknesses lies in cross-examination and contrary evidence rather than exclusion.
    See Bonner, 259 F.3d at 929; but cf. Polski v. Quigley Corp., 
    538 F.3d 836
    , 839-41
    & n.4 (8th Cir. 2008) (affirming the exclusion of an expert’s causation opinion based
    on an untested mechanistic theory that the expert himself previously had effectively
    stated was implausible).
    *      *     *
    9
    Moon 2017 does not provide unimpeachable support for the third premise, to
    be sure, because it was unknown whether the particles blown out of the blanket and
    onto the patient were of the size capable of carrying bacteria. We note, however,
    that one of 3M’s own experts effectively conceded the validity of the third premise,
    testifying when asked at deposition that “some particles” blown into the blanket will
    leave it and that some of those particles “[m]ost likely” will carry bacteria.
    -25-
    In sum, we do not dispute the MDL court’s determination that there are
    weaknesses in the factual basis for Plaintiffs’ medical experts’ general-causation
    opinions. On the one hand, they have epidemiological evidence reporting an
    association between Bair Hugger use and PJIs, but on the other hand they failed to
    grapple adequately with the shortcomings of that evidence. On the one hand, they
    have identified two plausible mechanisms explaining this association, but on the
    other hand there are weaknesses in the supports for both mechanisms.
    This said, the question the MDL court ultimately had to answer was whether
    these shortcomings left “too great an analytical gap” between the factual bases for
    the experts’ opinions and the general-causation opinions themselves, see Joiner, 
    522 U.S. at 146
    ; or, in other words, whether the opinions were “so fundamentally
    unsupported” that they should be excluded rather than admitted and left to be
    impeached through cross-examination at trial (as evidently happened effectively at
    the Gareis trial), see Loudermill, 
    863 F.2d at 570
    . While giving due deference to
    the MDL court’s determination, we nevertheless conclude that the MDL court
    committed a clear error of judgment on the basis of the record before it in finding
    that the experts’ general-causation opinions were so fundamentally unsupported that
    they had to be excluded. 10
    We emphasize that this conclusion is a narrow one—again, the standard for
    admissibility is “lower than the merits standard of correctness,” Kuhn, 686 F.3d at
    10
    In arguing to the contrary, 3M relies heavily on our decision in Glastetter v.
    Novartis Pharmaceuticals Corp., where we affirmed the exclusion of medical
    experts who “lacked a proper basis” for their general-causation opinions that a
    certain medication could cause intracerebral hemorrhages. 
    252 F.3d 986
    , 988-89
    (8th Cir. 2001) (per curiam). We find Glastetter distinguishable, most saliently
    because the experts in that case had no epidemiological evidence on which to rely to
    link the medication to its purported effect, see 
    id. at 992
    , unlike Plaintiffs’ general-
    causation experts here, cf. 
    id.
     (noting that “epidemiological studies and reports are
    much desired by litigants in cases involving medical causation”); Norris v. Baxter
    Healthcare Corp., 
    397 F.3d 878
    , 882 (10th Cir. 2005) (“[E]pidemiology is the best
    evidence of general causation in a toxic tort case.”).
    -26-
    625—that turns greatly on the fact that the opinions at issue here address general
    causation (whether the Bair Hugger can cause a PJI) rather than specific causation
    (whether the Bair Hugger did cause a particular plaintiff’s PJI). See Junk, 
    628 F.3d at 450
    . In several places in its order excluding the medical experts, the MDL court
    suggested that the weaknesses in the experts’ general-causation evidence,
    particularly in the evidence regarding the mechanisms of causation, would present
    significant hurdles for the specific-causation showing these Plaintiffs must make to
    prevail—that is, that they would not have contracted a PJI but for use of the Bair
    Hugger during their surgeries. Whether this is so is not at issue in this appeal, and
    we express no view on it here. We hold only that the MDL court abused its
    discretion in excluding these experts’ general-causation opinions on the basis of
    excessive analytical gaps.
    C.
    The MDL court’s analytical-gap determination constituted the primary
    justification for its decision to exclude Plaintiffs’ general-causation medical experts.
    But it did briefly find as well that lack of general acceptance of the causal inferences
    made by the experts also supported excluding their testimony. In Daubert, the Court
    rejected “a rigid ‘general acceptance’ requirement” that could alone be dispositive,
    but it did acknowledge that general acceptance (or lack thereof) “can yet have a
    bearing on the inquiry.” 
    509 U.S. at 588, 594
    . However, this factor must be applied
    while bearing in mind “that a rigid general acceptance requirement would be at odds
    with the liberal thrust of the Federal Rules and their general approach of relaxing
    traditional barriers to opinion testimony.” Lauzon, 
    270 F.3d at 691
     (internal
    quotation marks omitted).
    The MDL court considered three data points in its general-acceptance
    analysis. First, it noted how, in a statement put out by the 2013 International
    Consensus Meeting on Periprosthetic Joint Infection, there was a strong consensus
    that, although forced-air warming devices posed a “theoretical risk,” no studies had
    “shown” an increase in surgical-site infections related to the use of these devices,
    -27-
    and although “[f]urther study” was warranted there was no need to stop using forced-
    air warming devices based on the evidence at that time. Second, it considered a
    letter issued by the Food and Drug Administration in 2017 reporting the agency’s
    determination that it had been “unable to identify a consistently reported
    association” between forced-air warming and surgical-site infection and continuing
    to recommend using such devices “when clinically warranted.” Third, it noted that,
    in a statement put out by the 2018 International Consensus Meeting on
    Musculoskeletal Infection, there was a strong consensus that there was “no evidence
    to definitively link” forced-air warming to an increased risk of PJIs.
    Notably, however, in that 2018 statement, the authors of the rationale for the
    bottom-line consensus recognized that “the literature is conflicting,” and they called
    for further study to examine the issue. And Plaintiffs’ experts’ general-causation
    inferences are not without support in the medical community. See, e.g., A.M. Wood
    et al., Infection Control Hazards Associated with the Use of Forced-Air Warming in
    Operating Theatres, 88 J. Hospital Infection 132, 132 (2014) (concluding, after a
    review of the literature on the issue, that forced-air warming “does contaminate
    ultra-clean air ventilation,” though acknowledging that “current research” had not
    shown a “definite link” between forced-air warming and surgical-site infections such
    as PJIs); cf. Primiano v. Cook, 
    598 F.3d 558
    , 565 (9th Cir. 2010) (recognizing that
    “medical knowledge is often uncertain” and that “[l]ack of certainty is not, for a
    qualified expert, the same thing as guesswork”). Even some of the other authorities
    3M calls to our attention as showing a lack of general acceptance acknowledge that
    “concerns exist” about a link between forced-air warming and surgical-site
    infections, see Melissa D. Kellam, Loraine S. Dieckmann & Paul N. Austin, Forced-
    Air Warming Devices and the Risk of Surgical Site Infections, 98 AORN J. 353, 365
    (2013), and suggest modifications to forced-air-warming devices to “reduce the risk”
    they may pose, see ECRI Update: You’re Getting Warm: Uncovering Forced-Air
    Warming Units, ECRI Institute (May 1, 2017).
    To exclude the experts’ opinions here because their conclusions lacked
    general acceptance would be to take a side on an issue that is “currently the focus of
    -28-
    extensive scientific research and debate.” See Milward, 
    639 F.3d at 22
    ; cf. Bonner,
    259 F.3d at 929 (“[N]either Rule 702 nor Daubert requires that an expert opinion
    resolve an ultimate issue of fact to a scientific absolute in order to be admissible.”).
    Accordingly, in light of our rejection of the MDL court’s analytical-gap rationale for
    exclusion, we conclude that the lack of general acceptance does not independently
    justify exclusion of Plaintiffs’ general-causation medical experts. Cf. Milward, 
    639 F.3d at 22, 26
     (criticizing the district court in that case for placing “undue weight on
    the lack of general acceptance” of an expert’s conclusions about causation and
    ultimately reversing its exclusion of that expert).
    III.
    The MDL court’s grant of summary judgment to 3M was derivative of its
    order excluding Plaintiffs’ general-causation medical experts and Dr. Elghobashi.
    Because we reverse in relevant part the exclusion of those experts, we reverse the
    grant of summary judgment. See, e.g., Kuhn, 686 F.3d at 633. 11
    IV.
    We next consider Plaintiffs’ challenge to the MDL court’s discovery ruling
    prohibiting them on relevancy grounds from obtaining discovery concerning
    conductive patient-warming devices. Plaintiffs argue that this ruling was an abuse
    of discretion because the discovery is relevant to their design-defect claims. We find
    no basis to reverse.
    “Appellate review of a trial court’s determination concerning discovery
    matters is very narrow.” McGowan v. Gen. Dynamics Corp., 
    794 F.2d 361
    , 363 (8th
    Cir. 1986). “[W]e will only reverse upon a showing of a ‘gross abuse of discretion
    11
    We thus do not reach Plaintiffs’ argument in the alternative that summary
    judgment was erroneously granted even if the general-causation medical experts and
    Dr. Elghobashi were properly excluded.
    -29-
    resulting in fundamental unfairness in the trial of the case.’” Ahlberg v. Chrysler
    Corp., 
    481 F.3d 630
    , 637-38 (8th Cir. 2007) (quoting Firefighters’ Inst. for Racial
    Equality ex rel. Anderson v. City of St. Louis, 
    220 F.3d 898
    , 902 (8th Cir. 2000)).
    We assume without deciding that, as Plaintiffs argue, the MDL court
    erroneously concluded that this discovery was irrelevant across the entire MDL
    because some states would (or might allow a jury to) recognize conductive patient-
    warming devices as reasonable alternative designs to convective patient-warming
    devices. Even so, Plaintiffs have not even argued on appeal, let alone shown, that
    the MDL court’s discovery ruling resulted in fundamental unfairness to them in
    trying their cases. See Moses.com Secs., Inc. v. Comprehensive Software Sys., Inc.,
    
    406 F.3d 1052
    , 1060 (8th Cir. 2005) (declining to reverse a discovery ruling where
    the party seeking reversal of the discovery rulings at issue did not specify how the
    rulings “resulted in fundamental unfairness” and the record did not support a finding
    that the party “suffered prejudice as a result of the rulings”); Ahlberg, 
    481 F.3d at 634
     (“[P]oints not meaningfully argued in an opening brief are waived.”).
    Even if we considered the point, we would not find fundamental unfairness
    on this record. Plaintiffs apparently had other reasonable-alternative-design
    evidence available to them, as is demonstrated by their recitation of studies
    suggesting that filter-related modifications to the Bair Hugger would make it safer.
    See, e.g., Restatement (Third) of Torts: Prod. Liab. § 2 cmt. f (Am. Law Inst. 1998)
    (providing an example of a modified existing product as a reasonable alternative
    design). In addition, Plaintiffs were permitted discovery regarding other convective
    warming devices for reasonable-alternative-design purposes. See id. (“[O]ther
    products already available on the market may serve the same or very similar function
    at lower risk and at comparable cost. Such products may serve as reasonable
    alternatives to the product in question.”).
    -30-
    V.
    We now turn to Plaintiffs’ challenge to the MDL court’s decision to seal
    certain filings on its own docket. We review the district court’s decision to seal
    records for an abuse of discretion. IDT Corp. v. eBay, 
    709 F.3d 1220
    , 1223 (8th Cir.
    2013).
    Plaintiffs take issue with the sealing of seven filings: (1) MDL Docket Entry
    No. 221-19 (also located at MDL Docket Entry Nos. 347, 887, 938, and 1801);
    (2) MDL Docket Entry No. 221-20 (also located at MDL Docket Entry Nos. 895 and
    1806); (3) MDL Docket Entry No. 340 (also located at MDL Docket Entry No. 944);
    (4) MDL Docket Entry No. 377 (also located at MDL Docket Entry No. 945);
    (5) MDL Docket Entry No. 901 (also located at MDL Docket Entry No. 1808);
    (6) MDL Docket Entry No. 937; and (7) Docket Entry No. 1805 (which is another
    version of the document at MDL Docket Entry No. 937). 12 As the MDL court found,
    these documents contain sensitive business and strategic planning information. For
    each, 3M asserted that it would suffer competitive harm if the document was
    unsealed. The MDL court agreed and ordered these files kept under seal. Plaintiffs
    argue this was an abuse of discretion. We find no abuse of discretion.
    “[T]here is ‘a common-law right of access to judicial records.’” Webster
    Groves Sch. Dist. v. Pulitzer Pub. Co., 
    898 F.2d 1371
    , 1376 (8th Cir. 1990) (quoting
    Nixon v. Warner Commc’ns, Inc., 
    435 U.S. 589
    , 597 (1978)). “This right of access
    is not absolute,” however, “but requires a weighing of competing interests.” 
    Id.
    When this common-law right is implicated, “we give deference to the trial court
    rather than taking the approach of some circuits and recognizing a ‘strong
    12
    Plaintiffs assert in passing that “[t]he MDL court erroneously sealed dozens
    of court records,” but in both their opening brief and appellate motion they argue
    specifically only that these seven records should be unsealed. Accordingly, we
    decline to consider their challenge to the sealing of any other documents besides
    these seven. See McKay v. City of St. Louis, 
    960 F.3d 1094
    , 1099 n.2 (8th Cir. 2020).
    -31-
    presumption’ favoring access.” 
    Id.
     (quoting United States v. Webbe, 
    791 F.2d 103
    ,
    106 (8th Cir. 1986)).
    Whether sealing is warranted, the common-law right of access
    notwithstanding, turns on “the relevant facts and circumstances of the particular
    case.” Warner Commc’ns, 
    435 U.S. at 599
    . The district court “must consider the
    degree to which sealing a judicial record would interfere with the interests served by
    the common-law right of access and balance that interference against the salutary
    interests served by maintaining confidentiality of the information sought to be
    sealed.” IDT Corp., 709 F.3d at 1223. Interests served by the common-law right
    include bolstering public confidence in the judicial system by allowing citizens to
    evaluate the reasonableness and fairness of judicial proceedings, allowing the public
    to keep a watchful eye on the workings of public agencies, and providing a measure
    of accountability to the public at large (which pays for the courts). Id. at 1222. But
    these interests have “bowed before the power of a court to insure that its records are
    not used to gratify private spite,” to “promote public scandal,” to serve “as reservoirs
    of libelous statements for press consumption,” or to serve “as sources of business
    information that might harm a litigant’s competitive standing.” Warner Commc’ns,
    
    435 U.S. at 598
     (internal quotation marks omitted). The “consideration of
    competing values” that must be done here is “heavily reliant on the observations and
    insights of the presiding judge.” Webbe, 
    791 F.2d at 106
    .
    Here, the MDL court concluded that keeping the contested records under seal
    was warranted because they contained sensitive, commercially competitive material
    “to which [3M’s] need to maintain confidentiality . . . outweighs the public’s right
    of access.” The record shows that Dr. Augustine—who, as we noted above, created
    a competitor device to the Bair Hugger and has helped foment this litigation against
    3M—has attempted to exploit and misrepresent information learned in this MDL to
    3M’s detriment and to his commercial benefit. In other words, the MDL court’s
    sealing decision was based on “salutary interests,” see IDT Corp., 709 F.3d at 1223,
    before which the common-law right of access “has bowed,” see Warner Commc’ns,
    
    435 U.S. at 598
    . See also United States v. McDougal, 
    103 F.3d 651
    , 658 (8th Cir.
    -32-
    1996) (agreeing that, “as a matter of public policy,” courts “should avoid becoming
    the instrumentalities of commercial or other private pursuits”). Accordingly, we find
    no abuse of discretion in this decision.
    In arguing that we should hold otherwise, Plaintiffs point out a “[m]odern”
    trend that “‘the weight to be given the presumption of access’” is “‘governed by the
    role of the material at issue in the exercise of Article III judicial power and resultant
    value of such information to those monitoring the federal courts.’” IDT Corp., 709
    F.3d at 1224 (quoting United States v. Amodeo, 
    71 F.3d 1044
    , 1049 (2d Cir. 1995)).
    In these cases, “the strong weight to be accorded the public right of access” in some
    instances derives from the central role the documents in question play “in
    determining litigants’ substantive rights” and “from the need for public monitoring
    of that conduct.” Amodeo, 
    71 F.3d at 1049
    . “Where testimony or documents play
    only a negligible role in the performance of Article III duties,” however, “the weight
    of the presumption is low.” 
    Id. at 1050
    .
    Even assuming this is the correct framework to govern the sealing issue here,
    but cf. Webster Groves Sch. Dist., 
    898 F.2d at 1376
     (noting that we give deference
    to the district court’s sealing decisions “rather than taking the approach of some
    circuits and recognizing a ‘strong presumption’ favoring access”), we nonetheless
    would find no abuse of discretion. The only place where Plaintiffs indicate that the
    MDL court “discussed and analyzed” these documents is in a footnote in its Daubert
    reconsideration order where it mentioned in passing that it was “unable to
    determine” from these documents whether they undermined its general-acceptance
    analysis. As noted above, the general-acceptance factor played a negligible role in
    the MDL court’s Daubert decision. And these documents played a negligible role
    in the MDL court’s general-acceptance analysis. Accordingly, any “presumption of
    access” to these documents is “low,” and the “countervailing reason[s]” justifying
    sealing here trump the right of access. See Amodeo, 
    71 F.3d at 1050
    .
    -33-
    Plaintiffs also ask us to join several other circuits and hold that there is a First
    Amendment presumption of public access to summary-judgment materials (which
    they contend the contested records are). See, e.g., Rushford v. New Yorker
    Magazine, Inc., 
    846 F.2d 249
    , 253 (4th Cir. 1988). We have yet to decide “whether
    there is a First Amendment right of public access to the court file in civil
    proceedings.” IDT Corp., 709 F.3d at 1224 n.*. We have said, however, that for
    such a right to be recognized at least two prerequisites must be satisfied: (1) there
    is a historical tradition of accessibility to the records in question, and (2) there is a
    significant positive role for public access in the functioning of the judicial process
    in question. Id. Plaintiffs do not even mention, let alone meaningfully argue, the
    first prerequisite, so we decline to consider this argument. See McKay, 960 F.3d at
    1099 n.2.
    VI.
    Plaintiffs also have filed a motion on appeal asking us to unseal the same
    documents they want us to order the MDL court to unseal. See Warner Commc’ns,
    
    435 U.S. at 598
     (“Every court has supervisory power over its own records and files
    . . . .”). The rationale discussed in Section V for affirming the MDL court’s sealing
    decisions regarding the seven documents at issue applies with equal force here, so
    we deny Plaintiffs’ request for us to unseal these documents. 13
    13
    In their opening brief, Plaintiffs also ask us to unseal “all appellate briefs
    and appendices provisionally filed under seal.” Plaintiffs filed unopposed motions
    to file redacted versions of their briefs that were provisionally filed under seal and
    to allow the unsealing of most of the contents in the appellate appendices that also
    were provisionally filed under seal, and we already granted these motions. To the
    extent they seek further unsealing, their request appears redundant of the request
    they make in their appellate motion to unseal, which we deny.
    -34-
    VII.
    For the foregoing reasons, we affirm in part and reverse in part the exclusion
    of Dr. Elghobashi’s CFD model and opinion, we reverse the exclusion of Plaintiffs’
    general-causation medical experts’ opinions, we reverse the grant of summary
    judgment to 3M, we affirm the discovery ruling challenged by Plaintiffs on appeal,
    and we affirm the decision to seal those filings whose sealing Plaintiffs challenge on
    appeal. Finally, we deny Plaintiffs’ motion on appeal to unseal those same filings.
    ______________________________
    -35-
    

Document Info

Docket Number: 19-2899

Filed Date: 8/16/2021

Precedential Status: Precedential

Modified Date: 8/16/2021

Authorities (33)

Milward v. Acuity Specialty Products Group, Inc. , 639 F.3d 11 ( 2011 )

Norris v. Baxter Healthcare Corp. , 397 F.3d 878 ( 2005 )

Junk Ex Rel. T.J. v. Terminix International Co. , 628 F.3d 439 ( 2010 )

Greg Rushford, the Washington Post Company, Intervenor v. ... , 846 F.2d 249 ( 1988 )

United States v. Amodeo , 71 F.3d 1044 ( 1995 )

In Re Paoli Railroad Yard PCB Litigation , 35 F.3d 717 ( 1994 )

tina-m-glastetter-steven-j-glastetter-v-novartis-pharmaceuticals , 252 F.3d 986 ( 2001 )

Joseph Dicarlo Mary Kay Dicarlo v. Keller Ladders, Inc. ... , 211 F.3d 465 ( 2000 )

Fred Lauzon v. Senco Products, Inc. , 270 F.3d 681 ( 2001 )

archer-daniels-midland-company-v-aon-risk-services-inc-of-minnesota , 356 F.3d 850 ( 2004 )

moses.com Securities, Inc. v. Comprehensive Software ... , 406 F.3d 1052 ( 2005 )

45-fed-r-evid-serv-1020-prodliabrep-cch-p-14750-jeffrey-l , 97 F.3d 293 ( 1996 )

frances-a-ahlberg-individually-and-as-co-administrator-of-the-estate-of , 481 F.3d 630 ( 2007 )

firefighters-institute-for-racial-equality-by-and-through-its-chairman , 220 F.3d 898 ( 2000 )

Polski v. Quigley Corp. , 538 F.3d 836 ( 2008 )

Abraham Loudermill and Joyce Loudermill v. The Dow Chemical ... , 863 F.2d 566 ( 1988 )

Karla Robinson v. Geico General Insurance Company , 447 F.3d 1096 ( 2006 )

United States v. Finch , 630 F.3d 1057 ( 2011 )

prodliabrep-cch-p-14749-in-re-temporomandibular-joint-tmj-implants , 97 F.3d 1050 ( 1996 )

prodliabrep-cch-p-15475-chad-weisgram-individually-and-on-behalf-of , 169 F.3d 514 ( 1999 )

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