                                                         F I L E D
                                                   United States Court of Appeals
                                                           Tenth Circuit
                                   PUBLISH
                                                          APR 22 2003
                  UNITED STATES COURT OF APPEALS
                                                     PATRICK FISHER
                                                               Clerk
                         FOR THE TENTH CIRCUIT




JOSEPH DODGE, individually and as
personal representative of the Estate of
Thelma Dodge; ROCKY MOUNTAIN
EQUESTRIAN CENTER INC.;
DESIREE CHRYSLER; DANIEL
CHRYSLER; AUGUST CHRYSLER;
CLAYTON CHRYSLER, minors, by
and through their parents and next
friends, Desiree Chrysler and Daniel
Chrysler; PATRICK SHANE DODGE;
CONNIE DODGE; NATHAN
DODGE; LESLIE DODGE; BRYAN
DODGE; PATRICK DODGE, minors,
by and through their parents and next
friends, Patrick Shane Dodge and
Connie Dodge; YVONNE
PEGARARO; NOAH WELCH, a
minor by and through his mother and
next friend Yvonne Pegararo;
JEREMIAH WELCH; RHONDA
BUTSON; DANIEL SLANOVICH;
GUS SLANOVICH; CHANDLER
CREEK COMPANIES; DONALD
LUNA; SONJA LUNA; BRETT
LUNA; NORMAN PLATT,
individually and as personal
representative of the Estate of Dorothy
Platt; JAMES L. TREAT; ASPEN
TRUST; BRUCE HADLEY;
VIRGINIA HADLEY; JACK
HADLEY; SHAYLEE HADLEY; KIM
MYERS; SID MYERS; CASEY
MYERS; CHAD MYERS; TRISTAN
DODGE; SHAYLEE DODGE;
DOLENE BLUE, individually and as
personal representative of the Estate of
James Blue,

      Plaintiffs - Appellees,

       and

RUSSELL JEWETT; BONITA
JEWETT; NARD CLAAR; SARA
CLAAR; MIKE HADLEY;
CATHERINE HADLEY; LINDA
JOHNSON; ALICIA JOHNSON;
BLAINE JOHNSON, a minor by and
through his mother and next friend
Linda Johnson; JULIE ANN
WRIGHT; JENNIFER WRIGHT;
NICOLE WRIGHT, a minor by and
through her mother Julie Ann Wright;
CANON FARMS TRUST,                             Nos. 01-1197 and 01-1236

      Plaintiffs - Appellees/Cross -
      Appellants,

v.

COTTER CORPORATION,

      Defendant - Appellant/Cross -
      Appellee.


JOSEPH DODGE, individually and as
personal representative of the Estate of
Thelma Dodge; DESIREE
CHRYSLER; DANIEL CHRYSLER;
AUGUST CHRYSLER; CLAYTON
CHRYSLER, minors, by and through


                                           2
their parents and next friends, Desiree
Chrysler and Daniel Chrysler;
PATRICK SHANE DODGE; CONNIE
DODGE; NATHAN DODGE; LESLIE
DODGE; BRYAN DODGE; PATRICK
DODGE, minors, by and through their
parents and next friends, Patrick Shane
Dodge and Connie Dodge; YVONNE
PEGARARO; NOAH WELCH, a
minor by and through his mother and
next friend Yvonne Pegararo;
JEREMIAH WELCH; RHONDA
BUTSON; DANIEL SLANOVICH;
GUS SLANOVICH; DONALD
LUNA; SONJA LUNA; BRETT
LUNA; NORMAN PLATT,
individually and as personal
representative of the Estate of Dorothy
Platt; JAMES L. TREAT; ASPEN
TRUST; BRUCE HADLEY;
VIRGINIA HADLEY; JACK
HADLEY; KIM MYERS; SID
MYERS; CASEY MYERS; CHAD
MYERS; TRISTAN DODGE;
SHAYLEE DODGE; DOLENE BLUE,
individually and as personal
representative of the Estate of James
Blue; SHAYLEE HADLEY,

      Plaintiffs - Appellees/Cross -
      Appellants,

       and

ROCKY MOUNTAIN EQUESTRIAN
CENTER INC.; CHANDLER CREEK
COMPANIES; RUSSELL JEWETT;
BONITA JEWETT; NARD CLAAR;
SARA CLAAR; MIKE HADLEY;


                                          3
 LINDA JOHNSON; SHIRLEY LUNA;
 ALICIA JOHNSON; CRYSTAL
 DAWN THREET; BLAINE
 JOHNSON, a minor by and through
 his mother and next friend Linda
 Johnson; JAMES BLUE; JULIE ANN
 WRIGHT; DOROTHY PLATT;
 JENNIFER WRIGHT; SHIRLEY
 BICKETT; JOHN BICKETT; NICOLE
 WRIGHT, a minor by and through her                   Nos. 01-1591 and 02-1008
 mother Julie Ann Wright; RICHARD
 JANITELL; CANON FARMS TRUST;
 JOHN PINELL; EMMA PINELL;
 THELMA DODGE; EDNA BLUE;
 RALPH JANITELL; KATHERINE
 HADLEY; RUTH QUICK JOHNSON,

       Plaintiffs - Appellees,

 v.

 COTTER CORPORATION,

       Defendant - Appellant/Cross -
       Appellee.




                Appeals from the United States District Court
                         for the District of Colorado
                             (D.C. No. 91-Z-1861)


William A. VonHoene, Exelon Business Services Company, Chicago, Illinois
(John L. Watson, Esq., Paul F. Lewis, Esq., Jerry N. Jones, Esq., Rebecca L.
Crotty, Esq., Dianne M. Kueck, Esq., of Moye, Giles, O’Keefe, Vermeire &
Gorrell LLP, Denver, Colorado, Barry Levenstam, Esq., Jenner & Block, LLC,
Chicago, Illinois, on the briefs), for Defendant - Appellant/Cross - Appellee.

                                        4
Don Howarth, Esq. (Suzelle M. Smith, Esq., Irene Viksman Flores, Esq., Darcy R.
Harris, Esq., of Howarth & Smith, Los Angeles, California, with him on the
brief), for Plaintiffs - Appellees/Cross - Appellants.


Before KELLY and O’BRIEN, Circuit Judges, and EAGAN *, District Judge.


KELLY, Circuit Judge.


                                     Background

I. Factual Background

      This appeal represents our fourth review of the contentious litigation

springing from a uranium mill operated in south-central Colorado by the Cotter

Corporation (“Cotter”). In light of our previous discussion of the background of

these actions in Dodge v. Cotter Corp., 203 F.3d 1190 (10th Cir. 2000) (“Dodge

I”), we present only the following factual summary.

      Cotter’s uranium mill (“the Mill”), which occupies a several hundred acre

site in south-central Colorado, two and a half miles south of Cañon City, began

operation in 1958. The Mill was operated for the extraction and concentration of

uranium oxide from ore using both alkaline and acid leach processes that resulted

in two types of waste: tailings, solid dust-like particles of ore, and raffinate,

liquid recovered from the uranium extraction solutions. In accordance with the


      *
        The Honorable Claire V. Eagan, United States District Judge for the
Northern District of Oklahoma, sitting by designation.

                                           5
state of the art at the time, these wastes were originally deposited in a series of

unlined ponds.

      Lincoln Park, an unincorporated area, is a mile and a half north of the Mill.

The Arkansas River borders Lincoln Park’s northern rim while Sand Creek and

the DeWeese Dye Ditch angle across its southern perimeters. During the Mill’s

years of operation crushing ore into “yellowcake,” a form of concentrated

uranium, dry tailings were carried off-site by winds and raffinate leached into

groundwater beneath the Mill and flowed north toward Lincoln Park along the

Sand Creek channel.

      The Atomic Energy Commission (“AEC”) regulated the Mill from 1958 to

1968. During this period of AEC regulatory oversight, the AEC cited Cotter for

various violations of the conditions of its license at the Mill. The State of

Colorado Department of Health (“the State”) took over responsibility from the

AEC for licensing radioactive materials in 1968 and thus assumed regulatory

oversight of the Mill at that time. Cotter continued to receive a variety of

citations from the State for violating the conditions of its license. The presence

of off-site contamination was identified as early as 1968. Over time, as

awareness of further contamination grew, so too did the State’s concern about

mitigating the problem.

      In an effort to clean up the site, both the Environmental Protection Agency


                                          6
and the Colorado Department of Public Health and Environment (“the

Department”) targeted the Mill’s unlined storage ponds as a primary source of the

proliferation of such hazardous substances as uranium, molybdenum, thorium,

radium, selenium, arsenic, and lead. By 1981, Cotter had closed eight unlined

ponds and constructed two new tailings facilities sealed with a synthetic

membrane liner and significant barriers of compacted clay. Later, Cotter added a

clay barrier to the Sand Creek Dam to prevent water flow from the Mill into

Lincoln Park. Despite these and various other efforts, state inspections would

reveal tears in the ponds’ linings and violations of air emissions standards.

II. Procedural Background

      In 1983, the State of Colorado sued Cotter in federal court for damages to

natural resources and clean-up of the contamination. State of Colorado v. Cotter

Corp., Case. No. 83-C-2389. In 1988, the parties settled the matter by a Consent

Decree which provided a Remedial Action Plan (“the Plan”). The Plan required

the creation of the Human Health Risk Assessment Panel (“the Panel”) which

prepared a report in 1991 on the Lincoln Park Superfund Site evaluating the

health risks to the surrounding populations from the Mill’s off-site releases. The

Panel quantified exposures to Mill-related substances in air, surface water,

sediment, ground water, soil, and different types of locally raised food, measured

the toxicity of the exposures, and assessed the possible health risks based on those


                                         7
evaluations. The Panel concluded “risks to humans were generally low,

especially when judged in comparison to natural ‘background’ levels of

mill-related metals in the environment.” Aplt. App. at 027896. However, the

Panel excepted from that conclusion a possible health concern in drinking ground

water “because of the presence of molybdenum (and, to a lesser extent, uranium)

in the water.” Id.

A. The Boughton Trial and Dodge I

      In 1991, a multitude of Lincoln Park residents filed an action under the

Comprehensive Environmental Response Compensation and Liability Act

(“CERCLA”), 42 U.S.C. §§ 9601-9675, the Price-Anderson Act, 42 U.S.C. §

2210(n)(2), and Colorado law alleging that Cotter’s negligent handling,

maintenance, transportation and storage of hazardous materials used or produced

at the Mill caused damage to their health and property. Residents who could not

claim direct physical injury as a result of exposure sought instead to recover for

the expense of medical monitoring that they claimed was necessitated by their

increased health risks caused by the exposure.

      After class certification was denied, representative plaintiffs selected for

the first trial (“the Boughton group”) convinced a jury that Cotter was negligent

in operating the Mill but failed to establish that their alleged exposure to

hazardous materials required future medical monitoring. The Boughton plaintiffs’


                                          8
appeal of the denial of class certification and other issues was rejected. See

Boughton v. Cotter Corp., 65 F.3d 823 (10th Cir. 1995). In 1998, a second group

of plaintiffs (“the Dodge group”) brought their claims to trial, hoping to make use

of the finding of negligence from the Boughton trial. After the district court

ruled that it would allow the offensive use of collateral estoppel of the Boughton

jury’s finding of negligence, the Dodge group plaintiffs successfully established

causation of their physical injuries and were awarded monetary damages by a

jury. However, after we concluded in February 2000 that the district court

incorrectly applied the doctrine of offensive collateral estoppel, we reversed and

remanded to the district court for retrial. Dodge I, 203 F.3d at 1193.

B. Dodge II

      The jury trial for the next group of plaintiffs (“the Jewett group”) occurred

in October 2000. The district court denied Cotter’s motion to exclude several of

the Jewett group plaintiffs’ experts on the grounds that the testimony was

unreliable and inadmissible under Daubert v. Merrell Dow Pharms., Inc., 509 U.S.

579 (1993). Because the Jewett group jury found that Cotter was negligent but

had not caused any of the plaintiffs’ alleged physical injuries or illnesses, the

court entered judgment for Cotter on the negligence claims. However, the Jewett

group jury did return verdicts in favor of ten plaintiffs for medical monitoring and

in favor of eleven plaintiffs on their trespass claims. Although the jury made no


                                          9
finding regarding medical monitoring for two of the plaintiffs, the district court

entered judgment totaling $241,300 for medical monitoring for all of the Jewett

group plaintiffs. The jury also awarded a total of $42,501 among the plaintiffs on

their trespass claims. With interest, the total award was approximately $300,000.

      In No. 01-1197, Cotter appeals the Jewett group judgment, arguing that: (1)

the district court failed to perform its gatekeeper function as required by Daubert

and erred by admitting the testimony of certain plaintiffs’ experts; (2) even if the

expert testimony is admissible, the evidence was legally insufficient to send the

negligence claim to the jury because plaintiffs failed to demonstrate either a

breach or causation; (3) plaintiffs failed to introduce relevant evidence of trespass

damages and the evidence is insufficient to support the trespass verdicts; and (4)

the medical monitoring judgments must be reversed under Colorado law and in

the absence of a supportable finding of negligent conduct. In No. 01-1236, the

plaintiffs cross-appeal the Jewett group verdict on the basis that the district court

erred in denying lump sum damages and in its imposition of a medical monitoring

trust. The appeals represented by Nos. 01-1197 and 01-1236 are referred to

herein as Dodge II.

C. Dodge III

      Following the Jewett trial, the district court consolidated all remaining

Dodge plaintiffs, including the remanded plaintiffs from Dodge I, into one large


                                         10
plaintiff group (“the Blue group”). The Blue group plaintiffs moved the district

court to allow the use of offensive collateral estoppel of the negligent conduct

issue decided in the Dodge II trial. As in Dodge I, the district court granted the

Blue group’s motion and barred Cotter from contesting its negligence vis-à-vis

the Blue group plaintiffs. The Blue group plaintiffs offered expert witness

testimony; all but one of these experts were the same as those used in the Dodge

II trial. Cotter’s motion for summary judgment on the basis that plaintiffs could

not satisfy their burden of demonstrating required levels of exposure to hazardous

substances was denied, as was Cotter’s motion to exclude expert testimony

pursuant to Daubert.

       In 2001, the Blue group jury returned verdicts for all but one plaintiff. In

particular, this jury found that Cotter was a cause of unspecified injuries and/or

illnesses to plaintiffs. Accordingly, the district court entered judgments in favor

of 20 plaintiffs for negligence for a total award of over $12.5 million, in favor of

13 plaintiffs for trespass for a total award of over $1.5 million, and in favor of 27

plaintiffs for negligence requiring medical monitoring. The jury also awarded

over $2.2 million in punitive damages to 26 plaintiffs. With costs and interest,

the total award from the Blue trial exceeds $43 million. Aplt. App. at 017397-

403.

       In No. 01-1591, Cotter appeals the Blue group judgment, arguing that: (1)


                                         11
the district court erred by allowing the use of offensive collateral estoppel on the

negligence issue; (2) the district court erred by admitting the testimony of certain

plaintiffs’ experts; (3) even if the expert testimony is admissible, the evidence

was legally insufficient to send the negligence claim to the jury because plaintiffs

failed to demonstrate causation; (4) the medical monitoring judgments must be

reversed under Colorado law and in the absence of a supportable finding of

negligence; (5) plaintiffs failed to introduce relevant evidence of trespass

damages and that the evidence is insufficient to support the trespass verdicts; (6)

the district court erred by allowing plaintiffs’ biographical profiles into evidence;

and (7) the district court erred by refusing to admit certain exhibits. In No. 02-

1008, the plaintiffs cross-appeal the Blue group verdict on the basis that the

district court erred in denying lump sum damages as to medical monitoring. The

appeals represented by Nos. 01-1591 and 02-1008 are referred to herein as Dodge

III. The plaintiffs in Dodge III have also moved this court to dismiss Cotter’s

appeal for lack of appellate jurisdiction, claiming that Cotter filed an untimely

notice of appeal in No. 01-1591.



                                     Discussion

I. Appellate Jurisdiction – Timeliness of the Notice of Appeal

      Because the filing of a timely notice of appeal is mandatory and


                                         12
jurisdictional, Budinich v. Becton Dickinson & Co., 486 U.S. 196, 203 (1988), we

turn first to the Dodge III plaintiffs’ motion to dismiss Cotter’s appeal (No. 01-

1591) for lack of appellate jurisdiction based on Cotter’s alleged failure to file a

timely notice of appeal. After the Dodge III jury verdicts were returned on June

28, 2001, Aplt. App. at 017265-389, the district court entered a “Judgment” on

July 6 in favor of plaintiffs. Id. at 017391-395. The July 6 judgment awarded

costs, prejudgment interest, and medical monitoring without specifying precise

numerical amounts for these awards. In the judgment, the court informed the

parties that they “may file declarations on the issue of medical monitoring within

30 days.” Id. at 017394.

      On July 16, Cotter filed a renewed motion for judgment as a matter of law

(“JMOL”) and a motion for a new trial. Id. at 027441-464. On July 19, some

plaintiffs filed a motion to amend the judgment to include prejudgment interest.

Declaration of Don Howarth in Support of Plaintiffs’ Motion to Dismiss, filed

Dec. 28, 2001, Ex. C. On August 6, both parties filed pleadings pertaining to the

matter of medical monitoring. On September 10, the district court entered an

order denying Cotter’s motions for JMOL and for a new trial. Aplt. App. at

027494-496. Also on September 10, the court entered an order calculating

amounts to be awarded for costs and for medical monitoring. Id. at 027498-503.

This order also declared that because the “only remaining issue before the Court


                                         13
concerns interest,” it would “amend the judgment to reflect the award of costs and

medical monitoring once the parties have submitted their calculations concerning

interest on the personal injury and trespass awards.” Id. at 027502.

      The district court entered its amended final judgment on November 20. Id.

at 017397-405. This judgment set forth the certain sums awarded for medical

monitoring, prejudgment interest and costs. Cotter filed its notice of appeal (No.

01-1591) on December 20, and the plaintiffs cross-appealed (No. 02-1008) on

January 3, 2002. The plaintiffs argue that the July 6 judgment is final and that the

time to appeal began to run when the district court denied Cotter’s motions for

JMOL and for a new trial on September 10. Plaintiffs’ Motion to Dismiss, filed

Dec. 28, 2001, at 5-6.

      We have “jurisdiction of appeals from all final decisions of the district

courts.” 28 U.S.C. § 1291. Under § 1291, we have jurisdiction only over a

“final” decision of a district court--that is, a decision that “ends the litigation on

the merits and leaves nothing for the court to do but execute the judgment.”

Catlin v. United States, 324 U.S. 229, 233 (1945); Albright v. UNUM Life Ins.

Co., 59 F.3d 1089, 1092 (10th Cir. 1995). In other words, to be final, a decision

must reflect “the termination of all matters as to all parties and causes of action.”

D&H Marketers, Inc. v. Freedom Oil & Gas, Inc., 744 F.2d 1443, 1444 (10th Cir.

1984) (en banc). “[T]he touchstone of a final order is ‘a decision by the court


                                          14
that a party shall recover only a sum certain.’” Albright, 59 F.3d at 1092 (quoting

former Fed. R. Civ. P. 58). Finally, in considering whether a judgment is “final”

under § 1291, the “label used to describe the judicial demand is not controlling,”

meaning we “analyze the substance of the district court’s decision, not its label or

form.” Id.

      Applying these principles, we conclude that plaintiffs’ argument is without

merit and we deny the motion to dismiss. Here, a final judgment was not entered

until November 20, when the district court set forth a sum certain for every part

of the award, including prejudgment interest. It is clear that the July 6 directive,

although titled a “Judgment,” was not a final decision under § 1291 because

neither the medical monitoring award nor the prejudgment interest were finally

determined. Prejudgment interest is a portion of the damages and thus is an

integral part of the merits decision. Osterneck v. Ernst & Whinney, 489 U.S. 169,

175-76 & n.3 (1989); Garcia v. Burlington N. R. Co., 818 F.2d 713, 721 (10th

Cir. 1987). Here, the determination of prejudgment interest was pending until

November 20, which is the date the decision in this case became final.

Accordingly, Cotter’s notice of appeal was timely and we therefore have appellate

jurisdiction. Cotter’s related motion to strike and its related motion for sanctions

and costs are denied.

II. Dodge II – Admissibility of Expert Testimony


                                         15
      In Dodge II, Cotter raises two issues regarding the admissibility of

plaintiffs’ experts. First, Cotter argues that the district court failed to perform the

gatekeeper function mandated by Daubert by focusing its findings entirely on

certain experts’ professional qualifications and failing to make specific findings

relating to the reliability of their opinions. Second, Cotter argues that had the

district court performed its gatekeeper function, it would have excluded as

unreliable the testimony of certain plaintiffs’ experts, including geologist Glen

Miller and medical experts Dr. Malin Dollinger and Dr. Martyn Smith. Dodge II

Aplt. Br. at 22. Cotter does not challenge the experts’ credentials, expertise or

qualifications to testify as experts in their respective areas of concern.

      It is by now well established that Fed. R. Evid. 702 imposes on a district

court a gatekeeper obligation to “ensure that any and all scientific testimony or

evidence admitted is not only relevant, but reliable.” Daubert, 509 U.S. at 589.

This gatekeeper function requires the judge to assess the reasoning and

methodology underlying the expert’s opinion, and determine whether it is both

scientifically valid and applicable to a particular set of facts. Id. at 592-93. The

Supreme Court has made clear that “where [expert] testimony’s factual basis,

data, principles, methods, or their application are called sufficiently into question

. . . the trial judge must determine whether the testimony has ‘a reliable basis in

the knowledge and experience of [the relevant] discipline.’” Kumho Tire Co. v.


                                          16
Carmichael, 526 U.S. 137, 149 (1999) (quoting Daubert, 509 U.S. at 592).

      To be reliable under Daubert, an expert’s scientific testimony must be

based on scientific knowledge, which “implies a grounding in the methods and

procedures of science” based on actual knowledge, not “subjective belief or

unsupported speculation.” 509 U.S. at 590. In other words, “an inference or

assertion must be derived by the scientific method . . . [and] must be supported by

appropriate validation--i.e. ‘good grounds,’ based on what is known.” Id. While

expert opinions “must be based on facts which enable [the expert] to express a

reasonably accurate conclusion as opposed to conjecture or speculation, . . .

absolute certainty is not required.” Gomez v. Martin Marietta Corp., 50 F.3d

1511, 1519 (10th Cir. 1995) (quotation omitted). “The plaintiff need not prove

that the expert is undisputably correct or that the expert’s theory is ‘generally

accepted’ in the scientific community.” Mitchell v. Gencorp Inc., 165 F.3d 778,

781 (10th Cir. 1999). Instead, the plaintiff must show that the method employed

by the expert in reaching the conclusion is scientifically sound and that the

opinion is based on facts which satisfy Rule 702’s reliability requirements. Id.

      To assist in the assessment of reliability, the Supreme Court in Daubert

listed four nonexclusive factors that the trial court may consider: (1) whether the

opinion at issue is susceptible to testing and has been subjected to such testing;

(2) whether the opinion has been subjected to peer review; (3) whether there is a


                                         17
known or potential rate of error associated with the methodology used and

whether there are standards controlling the technique’s operation; and (4) whether

the theory has been accepted in the scientific community. 509 U.S. at 593-94. As

noted, the list is not exclusive, and district courts applying Daubert have broad

discretion to consider a variety of other factors. Kumho Tire, 526 U.S at 150

(“[W]e can neither rule out, nor rule in, for all cases and for all time the

applicability of the factors mentioned in Daubert . . . . Too much depends upon

the particular circumstances of the particular case at issue.”).

      Generally, the district court should focus on an expert’s methodology rather

than the conclusions it generates. Daubert, 509 U.S. at 595. However, an

expert’s conclusions are not immune from scrutiny: “A court may conclude that

there is simply too great an analytical gap between the data and the opinion

proffered.” General Elec. Co. v. Joiner, 522 U.S. 136, 146 (1997) (“[N]othing in

either Daubert or the Federal Rules of Evidence requires a district court to admit

opinion evidence which is connected to existing data only by the ipse dixit of the

expert.”). Under Daubert, “any step that renders the analysis unreliable . . .

renders the expert’s testimony inadmissible. This is true whether the step

completely changes a reliable methodology or merely misapplies that

methodology.” Mitchell, 165 F.3d at 782 (quoting In re Paoli R.R. Yard PCB

Litigation, 35 F.3d 717, 745 (3d Cir. 1994)). It is critical that the district court


                                          18
determine “whether the evidence is genuinely scientific, as distinct from being

unscientific speculation offered by a genuine scientist.” Id. at 783 (quoting Rosen

v. Ciba-Geigy Corp., 78 F.3d 316, 318 (7th Cir. 1996)). Regardless of the

specific factors at issue, the purpose of the Daubert inquiry is always “to make

certain that an expert, whether basing testimony upon professional studies or

personal experience, employs in the courtroom the same level of intellectual rigor

that characterizes the practice of an expert in the relevant field.” Kumho Tire,

526 U.S. at 152.

A. Standard of Review

      We review de novo the question of whether the district court applied the

proper legal test in admitting an expert’s testimony. Goebel v. Denver & Rio

Grande W. R.R. Co., 215 F.3d 1083, 1087 (10th Cir. 2000). Though the district

court has discretion in how it conducts the gatekeeper function, we have

recognized that it has no discretion to avoid performing the gatekeeper function.

Id. (citing Kumho Tire, 526 U.S. at 158-59 (Scalia, J., concurring)). Therefore,

we review de novo the question of whether the district court applied the proper

standard and actually performed its gatekeeper role in the first instance. We then

review the trial court’s actual application of the standard in deciding whether to

admit or exclude an expert’s testimony for abuse of discretion. Joiner, 522 U.S.

at 139. The trial court’s broad discretion applies both in deciding how to assess


                                         19
an expert’s reliability, including what procedures to utilize in making that

assessment, as well as in making the ultimate determination of reliability. Kumho

Tire, 526 U.S. at 152; United States v. Velarde, 214 F.3d 1204, 1208-09 (10th

Cir. 2000). Accordingly, we will not disturb the district court’s ruling unless it is

“arbitrary, capricious, whimsical or manifestly unreasonable” or when we are

convinced that the district court “made a clear error of judgment or exceeded the

bounds of permissible choice in the circumstances.” Atlantic Richfield Co. v.

Farm Credit Bank of Wichita, 226 F.3d 1138, 1163-64 (10th Cir. 2000).

      A natural requirement of the gatekeeper function is the creation of “a

sufficiently developed record in order to allow a determination of whether the

district court properly applied the relevant law.” Goebel, 215 F.3d at 1087; see

also Dodge I, 203 F.3d at 1200 n.12 (urging the district court on remand to

“vigilantly make detailed findings to fulfill the gatekeeper role crafted in

Daubert” to ensure that each “particular opinion is based on valid reasoning and

reliable methodology”). In Velarde, we observed that “Kumho and Daubert make

it clear that the [district] court must, on the record, make some kind of reliability

determination.” 214 F.3d at 1209. Thus, we held in Goebel that when faced with

a party’s objection, a district court “must adequately demonstrate by specific

findings on the record that it has performed its duty as gatekeeper.” 215 F.3d at

1088 (emphasis added). “Without specific findings or discussion on the record, it

is impossible on appeal to determine whether the district court carefully and



                                          20
meticulously reviewed the proffered scientific evidence or simply made an

off-the-cuff decision to admit the expert testimony.” Id. (quotations omitted).

“In the absence of such findings, we must conclude that the court abused its

discretion in admitting such testimony.” Id.

B. Background of Daubert Issues

  (1) Cotter’s Daubert Motions

      Before trial, Cotter moved to exclude the testimony of certain plaintiffs’

experts on the grounds that the opinions were not reliable under Daubert. Aplt.

App. at 002034-101. The 47-page motion included an appendix of several

thousand pages containing Fed. R. Civ. P. 26 reports from both parties’ experts,

deposition testimony, and over 200 articles and studies relied upon by the experts.

Id. at 002103-009852. Concluding that the motion violated local court rules

regarding length, the district court returned the motion and accompanying

appendix and allowed Cotter to file a revised motion and appendix, neither of

which could exceed 20 pages in length. Id. at 009857-858. Cotter moved for

leave to submit a lengthier appendix to provide the court with sufficient

information to make its ultimate determination, id. at 009860-862, but the district

court denied the motion, finding that “such material is prolix” because the 20-

page limit is “sufficient to allow [Cotter] to allege that plaintiffs’ experts are not,

in fact, experts, or that they base their opinions on unreliable studies or

methodologies.” Id. at 009865. Cotter then submitted a revised motion and



                                          21
appendix complying with the limits in which Cotter objected to the reliability of

six of the plaintiffs’ proposed expert witnesses. Id. at 009868-908.

      The district court recognized the necessity of conducting a Daubert hearing

to address several important issues raised in the motions. Id. at 010114. At a

trial preparation conference, the court informed the parties that its Daubert rulings

“are going to be very similar, if not the same, as [its] rulings were [in Dodge I] . .

. except in the areas where the Court of Appeals [found] error.” Id. The district

court also informed the parties that while it wished to conduct the Daubert

hearing without live witness testimony by relying on argument and proffers, it

would consider allowing live witnesses if absolutely necessary. Id. at 010166.

Plaintiffs submitted several proffers in opposition to Cotter’s Daubert motion

including summaries of their challenged experts’ opinions, bases, methods and

conclusions. Id. at 010191-271, 299-307. Cotter also submitted exhibits

including expert affidavits, deposition testimony, articles, studies and proffers

related to the contested experts. Id. at 010330-696.

  (2) The Daubert Hearing – Summary of Cotter’s Arguments

      At the Daubert hearing, Cotter stated its intention to introduce live

testimony from three of its experts. Id. at 010700. Citing Cotter’s failure to

notify the court of this intention in a timely manner, the court refused to allow

any live witness testimony. Id. at 010704. Thus, relying solely on evidentiary

proffers, each party argued its position on the admissibility of certain expert



                                          22
testimony. Id. at 010698-843. Three experts in particular were the focus of

Cotter’s argument. The first was geologist Glen Miller, whose expert testimony

would be offered to establish the presence of harmful substances (i.e., uranium,

molybdenum, arsenic, lead) in levels exceeding the natural background in soil,

water and vegetation samples taken in and around plaintiffs’ properties and also

to establish that such substances derived from the Mill. Id. at 010755-782. The

remaining two were Dr. Malin Dollinger, a medical doctor board certified in

internal medicine and oncology, and Martyn Smith, Ph.D., a professor of

toxicology; the testimony from these experts would be offered to establish that the

harmful substances released from the Mill were a cause of plaintiffs’ extensive

range of maladies. Id. at 010706-726.

      Briefly summarized, Cotter argued that Mr. Miller’s testimony was

unreliable due to his use of unreliable methodologies, specifically the method and

reasoning he employed in selecting baselines with which to compare the measured

levels of the substances at issue. Because each of these substances are naturally

found in the environment, and because the vicinity of the Mill was known to be

mineral rich and geologically varied, Cotter argued that the selection of valid

baselines was nothing short of fundamental to determining if Cotter was in fact

responsible for the measured levels of the substances on plaintiffs’ properties.

Cotter took particular issue with Mr. Miller’s use of baselines from a textbook

published in 1966, referred to by the author’s name, “Bowen,” which established



                                         23
worldwide average baselines of various substances. Although Mr. Miller

maintained that no superior source of pre-Mill-contamination baselines were

available, Cotter argued, among other things, that use of Bowen’s worldwide

baselines, as opposed to baselines more directly tied to the specific mineral-rich

vicinity of the Mill, rendered Mr. Miller’s entire analysis unreliable. Id. at

010755-782.

      Cotter also argued that the causation testimony from Drs. Dollinger and

Smith was unreliable due to their reliance on improper methodology and

reasoning to conclude that substances from Cotter caused the plaintiffs’ maladies.

Specifically, Cotter took issue with: (1) their reliance on Mr. Miller’s testimony

to conclude that plaintiffs were significantly exposed without any real

understanding or estimate of dose or exposure amounts; (2) their conclusion

without proper scientific support that the substances at issue could even cause

health problems in humans like those alleged by plaintiffs; and (3) the reasoning

that because nothing else seemed to account for the plaintiffs’ alleged maladies,

contamination from Cotter must have been the cause.

      The district court recognized that several of Cotter’s arguments merited

close attention. Id. at 010839-840. The court specifically expressed concern with

various aspects of the proposed expert testimony, including Mr. Miller’s baselines

for dust, vegetation and water. Id. at 010786, 010770-771, 010792-795, 010801,

010804, 010809-811. In fact, the court had the following to say regarding



                                         24
perceived problems with Mr. Miller’s testimony:

             Let me just be very candid with you. I wish that the plaintiffs
      had some better information on background. I think it would be
      much better if they had; if they had even gone out and done some
      tests in the surrounding areas, rather than rely on Bowen. What is
      the level in Europe or Israel or South Africa, it seems to me is not
      that critical.
             Unfortunately, they didn't. Now, if I don’t give Mr. Miller a
      chance to show that this background is sufficient, basically the whole
      plaintiffs’ case goes and we might as well just strike the trial. And I
      frankly don’t want to do that. I think the plaintiffs should have some
      opportunity to present their case to the jury.

Id. at 010817. Recognizing the need to hear from the experts themselves, the

court opted to reserve ruling on each expert until trial, at which time the court

would allow in camera voir dire of each contested expert. Id. at 010839-840. As

a result, at the Daubert hearing, the court made no specific findings on the record

concerning the reliability of the experts’ testimony. Id. at 010840. The court

concluded the hearing by denying Cotter’s request to proffer a complete appendix

of the reports and studies relied upon by the contested experts, stating that it

would ask for any additional materials if it needed them. Id. at 010842.

C. Review of the District Court’s Rulings Following In Camera Voir Dire

      Upon reviewing the record, we reluctantly conclude that the district court

did not perform its gatekeeper function with respect to plaintiffs’ experts Mr.

Miller, Dr. Dollinger and Dr. Smith and thereby abused its discretion by admitting

their testimony. Faced with an exceedingly difficult, complex case and obvious

docket pressures, the court did not make adequate findings on the record to assure



                                         25
that the expert testimony offered was both relevant and reliable, and that the

particular opinions were based on valid reasoning and reliable methodology.

      As is true in most any toxic tort action, the outcome of this case

indisputably hinges on the testimony of experts. Recognizing this fact, in

reversing and remanding Dodge I, we specifically alerted the district court to the

fundamental importance of properly performing the gatekeeper function:

      [B]ecause the question of expert testimony is likely to recur, we
      would be remiss not to indicate our concern that the district court
      vigilantly make detailed findings to fulfill the gatekeeper role crafted
      in Daubert . . . . Given the novelty of the medical causation theory
      here linking exposure to molybdenum with osteoarthritis and bony
      exostoses, it is essential that by specific findings of record the trial
      court assures the expert testimony offered by both sides is relevant
      and reliable, and the particular opinion is based on valid reasoning
      and reliable methodology.

203 F.3d at 1200 n.12 (quotations omitted) (emphasis added). At the Daubert

hearing itself, the district court made no specific, detailed findings on the record

concerning any of the experts’ testimony. Therefore, unless the court made such

findings at trial during the in camera voir dire of Mr. Miller, Dr. Dollinger, and

Dr. Smith, it necessarily failed to perform the gatekeeper function with respect to

those experts.

      Regarding Mr. Miller, after a brief in camera voir dire by the parties, the

court made the following findings, which we include in their entirety:

            There certainly are problems here, a lot of problems,
      concerning water, concerning vegetation, and the differences. But
      what I have heard is that Mr. Miller is certainly a well-qualified
      geologist, got his degree in Wyoming, has a great deal of experience.


                                         26
             He wishes to use Bowen, which is a source or a treatise widely
      accepted by state agencies. He also has looked at the Southfield
      Mine and the values there. He has looked at many other sources,
      baselines and GeoTrans, and the USGS figures.
             I think that the problems that exist with differences can be
      covered by cross-examination. And with one exception, I’m going to
      permit him to testify. I’d like to hear what he says. I’d like to hear
      the direct and cross. If there are any huge problems, I’d like to hear
      a Rule 50 motion at the end of the case.
             But the one problem I have is the dust. There apparently is no
      baseline for dust. It’s not in Bowen, and the Court feels that it’s just
      speculation to let this witness testify about dust. And he may not
      testify concerning dust.
             As far as the water, vegetation, soil, et cetera, I think that can
      be covered on cross-examination.

Aplt. App. at 012035-036. These findings lack the degree of specificity that

would allow us to determine whether the district court properly applied the

relevant law. Not only is no mention made about Mr. Miller’s reasoning or the

reliability of his methodology, no mention is made at all about how or why he

arrived at his conclusion that the Bowen text was the proper source to establish

baselines for the area in question. Having reviewed the record, we certainly share

the district court’s obvious concern about Mr. Miller’s selection of baseline

values. See, e.g., id. at 010817-818. However, in the absence of specific,

detailed findings, it is impossible for us on appeal to determine “whether the

district court carefully and meticulously reviewed the proffered scientific

evidence or simply made an off-the-cuff decision to admit the expert testimony.”

Goebel, 215 F.3d at 1088 (quotations omitted).

      Regarding the causation testimony presented by Dr. Dollinger and Dr.



                                         27
Smith, the court likewise did not make adequate findings on the record to assure

that the testimony offered was relevant and reliable, and that the particular

opinions were based on valid reasoning and reliable methodology. In their

entirety, the court’s findings relating to Dr. Dollinger are as follows:

             What the Court is faced with is an expert witness in internal
      medicine and the subspecialty of oncology who has a very fine
      education – Yale medical school, Phi Beta Kappa – and other
      excellent background; who treats patients with cancer and other
      diseases; who has reviewed medical literature on the effects of
      molybdenum, lead, arsenic, uranium, on human beings, heavy metals;
      who perhaps is going to disagree with defendant’s experts on many
      of these areas. But just because Dr. Dollinger’s view may be a
      minority view or different from defendant’s does not mean that he is
      not qualified as an expert opinion in the area of internal medicine,
      oncology, to – to give testimony on whether or not different heavy
      metals are substantial causes of whatever the ailments are.
             Now, I will take objections as we go along; and if something
      appears to be far afield from his specialty, I will consider the
      objection of Counsel.
             But right now, we have a very highly qualified expert in the
      field of internal medicine and oncology who has a theory that –
      concerning the causes of cancer and other diseases which may be
      different from defendant’s experts. Nevertheless, I think in this case
      the jury should be able to hear his opinions and conclusions and
      decide for themselves.
             So according to the direction of the Tenth Circuit, which is
      that this court should vigilantly make detailed findings to fulfill the
      gatekeeper role, this court is satisfied that the jury may hear the
      opinions of Dr. Dollinger in this area, as far as we’ve gone so far, in
      this area under his speciality of oncology, a subspecialty of internal.
             Now, if we get into detailed neurology or arthritis, I am going
      to have to hear from him whether this is covered by his expertise or
      not. And it may be that some of these opinions may be ruled
      otherwise. But I think I’m going to have to just take that as it comes
      up.
             The Court will permit him to testify.

Aplt. App. at 011550-552. Again, we lack specific, detailed findings about Dr.

                                         28
Dollinger’s reasoning or the reliability of his methodology in arriving at his

conclusions. As with Mr. Miller, the court’s findings relative to Dr. Dollinger’s

credentials and qualifications are simply insufficient by themselves to fulfill the

gatekeeper function. As we have emphasized, “a district judge asked to admit

scientific evidence must determine whether the evidence is genuinely scientific,

as distinct from being unscientific speculation offered by a genuine scientist.”

Mitchell, 165 F.3d at 783 (quoting Rosen, 78 F.3d at 318). These findings simply

do not allow us to determine if the district court satisfied that requirement.

      Similarly, the entirety of the district court’s findings regarding Dr. Smith’s

testimony is as follows:

      In order to try to satisfy the Tenth Circuit test that they indicate the
      court must make, the Court will agree with the plaintiffs that by
      proffer and by testimony a couple years ago, there has been a
      showing that he is undisputably an expert in the area of toxicology.
      It’s been indicated that his methodology is the same as the
      methodology that is used in nonlitigation cases. He doesn’t have to
      see patients. He’s a Ph.D., not an M.D. He has apparently done
      research, himself, on heavy metals. He teaches doctors about
      toxicology, and the plaintiff is conceding that there is no study in
      risk exposure, if I’m understanding plaintiffs correctly – . . .
      numerical risk exposure. So the Court will overrule the objections,
      the Daubert objections as to Dr. Smith, and we’ll see how it goes.

Id. at 012166. Although the court apparently alludes to Dr. Smith’s methodology,

it made no specific findings and really did nothing more than note an indication

that his methodology was the same as that used outside the context of litigation.

Id. Even if the court’s musings could be considered findings, they do not allow

us to determine if the court applied the proper legal standard. As we observed in


                                         29
Dodge I, “[g]iven the novelty of the medical causation theory here,” such findings

are essential. 203 F.3d at 1200 n.12.

      Even had the district court performed its gatekeeper function, on this record

we would be inclined to conclude that the court abused its discretion by

unreasonably limiting the evidence upon which to base the decision. It is plain

that a district court exercises significant discretion in deciding how to perform its

gatekeeper role. Kumho Tire, 526 U.S. at 158. While we have held that a

Daubert hearing is but one method a court might choose to fulfill its gatekeeper

obligation, we have also emphasized that ultimately, the obligation can be

satisfied only if “the court has sufficient evidence to perform the task.” Goebel,

215 F.3d at 1087 (quotation omitted). Therefore, although a district court has

discretion to limit the information upon which it will decide the Daubert issue, we

review the exercise of that discretion for its abuse. See, e.g., United States v.

Nichols, 169 F.3d 1255, 1262-63 (10th Cir. 1999); United States v. Call, 129 F.3d

1402, 1405 (10th Cir. 1997).

      The important issue here is the aggregate effect of several of the district

court’s decisions. Initially, the court limited the length of any Daubert brief and

appendix to 20 pages. Aplt. App. at 009857-858. Though the court was put on

notice of specific challenges to certain experts’ methodology and reasoning, it

insisted on the exclusive use of argument and proffers at the Daubert hearing

instead of meaningful live witness testimony. Id. at 010166. Although a detailed,



                                         30
in-depth hearing addressing disputed reasoning and methodologies was critical to

a proper resolution of the entire case, the Daubert hearing lasted just over four

hours and allowed for little more than a cursory review of the contested issues.

The court itself proved this point by asking questions of counsel that only the

expert could realistically answer. See, e.g., id. at 010775, 010793-796, 010801-

802, 010804.

      After noting the need to hear from the experts in person to decide difficult

issues, the court reserved ruling on admissibility until trial. Id. at 010839-840.

And, although the court recognized the existence of significant reasoning and

methodology problems, id. at 010817-818, it again declined to accept proffers of

the experts’ reports and full copies of all relevant studies upon which the experts

relied. Id. at 010841-842. Finally, during the in camera voir dire of each expert

at trial, which was the only time the court heard directly from the experts

themselves, the court appeared to place a greater emphasis on keeping the voir

dire brief than on a review of reasoning and methodology. See, e.g., id. at

011538-540, 011546, 012015, 012028, 012033, 012159.

      Although each of the court’s decisions taken by itself might well be within

its discretion, taken together, these decisions placed an unreasonable limitation on

the information available to the court and in our view exceeded the bounds of

permissible choice in the circumstances. In a case like this one, where the expert

testimony is crucial to the ultimate outcome, is vigorously challenged, and has



                                         31
several obvious areas of concern, we think it unreasonable to limit so severely

both the underlying documentation and the use of live witness testimony upon

which the court might base a decision. This was not a case where the parties

agreed that the Daubert issues could be decided on a stipulated record, nor was it

an “ordinary case[] where the reliability of an expert’s methods [could] properly

[be] taken for granted.” Kumho Tire, 526 U.S. at 152. On the contrary, in this

case, we fail to see how the Daubert issues could be reliably decided without a

meaningful hearing, which of necessity depends upon the use of live witness

testimony as opposed to attorneys’ arguments. Because we have concluded that

the district court did not perform its gatekeeper role, we do not have before us the

findings required to determine definitely if the court abused its discretion by so

limiting the evidence. However, from the record we do have before us, taken as a

whole, we would be inclined to conclude that the court did abuse its discretion.

      Having concluded that the district court improperly admitted the expert

testimony by failing to perform its gatekeeper obligation, we now turn to the

appropriate remedy. Given the vast investment of resources in this case by both

parties and by the federal judiciary, we are reluctant to render a decision that will

further delay a final resolution. Nonetheless, we must be faithful to our

precedents which dictate that we reverse and remand to the district court for a

new trial. See, e.g., Goebel, 215 F.3d at 1089; Velarde, 214 F.3d at 1211, 1213.

In this case, we are simply unable to conclude that the erroneous admission of this



                                         32
expert testimony was harmless. As we stated in Goebel, “[e]rroneous admission

of evidence is harmless only if other competent evidence is ‘sufficiently strong’

to permit the conclusion that the improper evidence had no effect on the

decision.” 215 F.3d at 1089 (quoting Lillie v. United States, 953 F.2d 1188, 1192

(10th Cir. 1992)). Here, the testimony of these experts was nothing short of

essential to each of the plaintiffs’ claims. See, e.g., Aplt. App. at 016094

(elements of negligence claim); id. at 016104 (elements of medical monitoring

claim); id. at 016099 (elements of trespass claim).

       We decline to entertain the possibility of a remand to the district court to

make specific findings relative to these experts, for we think no district court

would be well positioned to make valid findings given the overwhelming

temptation to engage in post hoc rationalization of admitting the experts. We are

further persuaded on this issue by the following reasoning of one of our sister

circuits:

       To remand for an evidentiary hearing post-jury verdict undermines
       Daubert’s requirement that some reliability determination must be
       made by the trial court before the jury is permitted to hear the
       evidence. Otherwise, instead of fulfilling its mandatory role as a
       gatekeeper, the district court clouds its duty to ensure that only
       reliable evidence is presented with impunity. A post-verdict analysis
       does not protect the purity of the trial, but instead creates an undue
       risk of post-hoc rationalization. This is hardly the gatekeeping role
       the Court envisioned in Daubert and its progeny.

Mukhtar v. Cal. State Univ., 319 F.3d 1073, 1074 (9th Cir. 2003), amending 299

F.3d 1053, 1066 (9th Cir. 2002). Accordingly, on the basis of our holdings in



                                          33
Goebel and Velarde, we reverse and remand Dodge II for a new trial.

III. The Impact on Dodge III

      As we observed at the outset, the Dodge III verdict is tied directly to Dodge

II given the district court’s ruling that plaintiffs could make use of offensive

collateral estoppel on the negligent conduct issue. Aplt. App. at 016848-851.

Beyond this, however, in deciding whether to admit certain contested experts in

Dodge III, the district court relied entirely on its decisions from Dodge II. As a

result, the two cases are inextricably linked.

      In Dodge III, Cotter once again moved to exclude under Daubert the

testimony of several of the plaintiffs’ experts, including Mr. Miller, Dr. Dollinger

and Dr. Smith. Id. at 018798-935. Cotter also requested a Daubert hearing, id. at

018348-351, which the district court denied, explaining as follows: “[T]he Court

has previously ruled on the admissibility of plaintiffs’ expert testimony. To hold

another hearing on the same experts, the same testimony, and the same disputes,

would be duplicative, and a waste of the Court’s time and resources.” Id. at

019027. The court also denied Cotter’s Daubert motion as it pertained to experts

who testified in Dodge II. Id. at 020188.

      Thus, as a result of its reliance on rulings made in Dodge II, the court in

Dodge III again failed to make specific, detailed findings on the record to assure

that the expert testimony offered was relevant and reliable, and that particular

opinions were based on valid reasoning and reliable methodology. Therefore, for



                                         34
the reasons discussed at length above, we conclude that the district court abused

its discretion in Dodge III by admitting the testimony of Mr. Miller, Dr. Dollinger

and Dr. Smith. Furthermore, because the claims in Dodge III are the same as

those alleged in Dodge II and because they depended upon this expert testimony

just as much as the Dodge II claims, we have no recourse but to reverse and

remand Dodge III for a new trial. 1

      For the foregoing reasons, we REVERSE and REMAND for new trial both

Dodge II and Dodge III. The plaintiffs’ cross appeals in both appeals are

DENIED as moot. All other pending motions are DENIED as moot.




      1
        Obviously, this conclusion moots the remaining issues raised in the cross-
appeals. However, because the doctrine of offensive collateral estoppel might be
reapplied on remand, the district court should be mindful that such application
impacts both reliability of verdicts and due process rights of defendants.

                                        35
