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All Studies   Meta Analysis       

Randomized Trial of Metformin, Ivermectin, and Fluvoxamine for Covid-19

Bramante et al., NEJM, doi:10.1056/NEJMoa2201662, COVID-OUT, NCT04510194
Aug 2022  
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Mortality -197% Improvement Relative Risk Death/hospitalization 27% Progression -37% Progression (b) -4% primary Hospitalization, I vs. P 61% Hospitalization, I vs. P ≤.. 75% Hospitalization, I/I+M vs. P 70% Hospitalization, I/I+M vs... 42% Ivermectin  COVID-OUT  EARLY TREATMENT  DB RCT Is early treatment with ivermectin beneficial for COVID-19? Double-blind RCT 804 patients in the USA Trial compares with control (including metformin) This trial has multiple critical issues, see analysis c19ivm.org Bramante et al., NEJM, August 2022 Favorsivermectin Favorscontrol (inc.. 0 0.5 1 1.5 2+
COVID-OUT remote RCT, showing no significant differences compared to a combined metformin/placebo "control" group. Results for other treatments are listed separately - metformin, fluvoxamine.
Authors include metformin patients in the control group, allowing details of adjustments to affect results. Using standard treatment vs. placebo analysis shows 61% lower hospitalization, or 75% lower for patients with onset ≤5 days (not statistically significant with only 7 and 5 events). These results are not reported in the paper or the supplementary appendix, readers need to request the data. Authors note that "hospitalization is perhaps the most accurate and well-documented end point".
There are many major issues as detailed below. We provide more detailed analysis of this study due to widespread incorrect press. Submit Updates or Corrections
SeverityIssue
CRITICAL1. Ivermectin vs. placebo analysis - 61% lower hospitalization
CRITICAL2. Severity mismatch for ivermectin treatment but not for any other medication or control
CRITICAL3. ER results unreliable, not related to symptoms
CRITICAL4. Mismatch with reported death and symptoms
CRITICAL5. Ivermectin vs. placebo symptoms consistent with efficacy
CRITICAL6. Multiple outcomes missing, including time to recovery
CRITICAL7. Hypoxemia results unreliable but prioritized
CRITICAL8. Adverse events suggest authentic ivermectin not taken
CRITICAL9. Major event counts differ between paper and registry
CRITICAL10. Baseline data differs between paper and registry
CRITICAL11. Control group includes metformin, adjustment protocol violation
CRITICAL12. Primary outcome changes
CRITICAL13. All 7 secondary outcomes deleted
CRITICAL14. Metformin/fluvoxamine conclusions opposite of Together Trial, but matching earlier studies on each team
CRITICAL15. Author claims results from 653 researchers should be censored for false information
CRITICAL16. Administration on an empty stomach
CRITICAL17. Results delayed 6 months (including life-saving metformin results)
CRITICAL18. Subject to participant fraud
SERIOUS19. Fewer comorbidities for serious outcomes
SERIOUS20. Control arm results very different between treatments
SERIOUS21. COVID-19 specific symptoms hidden in appendix
SERIOUS22. Authors claim placebo is not better than the treatments
SERIOUS23. Incorrect claim that no treatment reduced severity
SERIOUS24. False conclusion
SERIOUS25. Trial outcomes modified
SERIOUS26. Very high percentage of missing data
SERIOUS27. Medication delivery varied significantly
SERIOUS28. Treatment 3 days for ivermectin, 14 days for metformin and fluvoxamine
SERIOUS29. SAP dated after trial
SERIOUS30. Test requirement and delivery prohibits early treatment
SERIOUS31. Conclusion modified by journal
SERIOUS32. Symptom results contradictory
SERIOUS33. Adherence very low
SERIOUS34. Inconsistent blinding statements
SERIOUS35. Author indicates a best guess can be used for onset
MAJOR36. Ivermectin from source chosen has shown lower efficacy
MAJOR37. Highest mean age for ivermectin, lowest for placebo
MAJOR38. Adherence subgroups analysed but not reported
UNKNOWN39. Maximum symptom duration not clear
UNKNOWN40. No discontinuation due to hospitalization for ivermectin
COMMENT41. Authors indicate up to 5 day delay in real-world usage
Author responses
17. Results sent to the US government1. Note most people live outside the US, and there was no action.
No response for all other items
Ivermectin vs. placebo analysis - 61% lower hospitalization. Authors include metformin patients in the control group, allowing details of adjustments to affect results. Using standard treatment (ivermectin only) vs. placebo analysis shows more favorable results for ivermectin, with 61% lower hospitalization, or 75% lower for patients with onset ≤5 days (not statistically significant with only 7 and 5 events). Authors note that "hospitalization is perhaps the most accurate and well-documented end point".
Severity mismatch for ivermectin treatment but not for any other medication or control. The table shows the percentage of patients reporting severe dyspnea for each active treatment and respective control. We expect that patients reporting ER visits would be more likely to experience severe dyspnea. This is true for all cases except for ivermectin treatment, suggesting unlucky randomization for ivermectin treatment, or a potential data error. The percentages are with respect to the total number of patients reporting symptom data in each case.
Ivermectin active Ivermectin control Metformin active Metformin control Fluvoxamine active Fluvoxamine control
ER 0.0% 9.1% 13.3% 10.0% 10.0% 14.3%
Non-ER 6.1% 6.9% 8.0% 7.8% 6.4% 8.4%
ER results unreliable, not related to symptoms. Authors detail why the main hypoxemia results are unreliable, however the ER results appear to be similarly uninformative. ER visits do not appear to be related to symptoms. The mean total COVID-19 symptom score for patients reporting an ER visit is 55 compared to 56 for patients reporting no ER visit (or hospitalization/death). Visualization of the ER patient symptoms raises the question of why most of them went to the ER. Of the 26 patients reporting an ER visit and symptom data, only one ever reported severe dyspnea, 5 more reported at most moderate dyspnea, 11 more reported at most mild dyspnea, and 9 reported no dyspnea at any time. ER patients were less likely to report severe or moderate dyspnea. The decision to go to the ER appears to be more of a personal preference rather than based on symptoms. Patients that signed up for the trial may be especially concerned about PASC for example, and seek help based on potential future problems rather than current symptoms.
Maximum dyspnea severity ER patients Non-ER/hosp./death patients
Severe 3.8% 6.5%
Moderate 19.2% 22.2%
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Mismatch with reported death and symptoms. There was only one death for a patient that was treated very late (7 days). The patient was not hospitalized. The death is reported within 14 days, however the patient reported symptom data for all 14 days, showing substantial recovery several days prior, with only 2 of 14 symptoms remaining and reported as mild. Data suggests that the death was not due to COVID-19.
D1 D14
Ivermectin vs. placebo symptoms consistent with efficacy. Authors include metformin patients in the control group, allowing details of adjustments to affect results. Using standard treatment vs. placebo analysis gives the mean COVID-19 symptom scores below, matching expectation for an effective treatment with the low-risk fast recovering population (note that administration on an empty stomach is expected to delay the time when therapeutic effects may be reached).
Multiple outcomes missing, including time to recovery. Multiple outcomes are missing, for example time to recovery (where ACTIV-6 showed superiority of ivermectin): "Time to meaningful recovery (symptoms or severity improved by one category and sustained for at least 36 hours)" (protocol page 91). Notably, the definition is less biased than the ACTIV-6 definition, including improvement by one category, making allowance for mild fatigue and cough, and requiring 36 hours sustained rather than 3 days. More notably, the result is not reported.
Hypoxemia results unreliable but prioritized. Authors detail why the hypoxemia results are unreliable2 @28:30, however they are still prioritized in the presentation, and included in the abstract without mentioning that these results are unreliable.
Adverse events suggest authentic ivermectin not taken. Adverse events were notably not reported in the paper, other than to note none were serious. Partial information is contained in Table S2 and Figure S5. Notably, there is no significant increase for ivermectin for any of the expected side effects, in contrast to other trials, e.g.3. These results are unexpected if patients received and took authentic ivermectin at the dosage indicated. Adverse events have been reported to clinicaltrials.gov, which shows only one adverse avent (neuropathy) for all 410 ivermectin patients, which does not match Table S24.
Major event counts differ between paper and registry. The main outcome event numbers are different between the paper and the clinicaltrials.gov registry. Some differences are expected - clinicaltrials shows events for each arm while the paper hides information by using control groups with other treatments instead of placebo comparisons. However, expected matches are different. For example, the paper shows 8/652 hospitalization or death for metformin, while the registry shows 18/652 for all treatment groups with metformin4. It appears that authors attempted to submit the combined data that hides the individual arm results (which show lower hospitalization for ivermectin versus placebo) but their submission was not allowed and they subsequently submitted false data. For discussion see5.
Baseline data differs between paper and registry. The baseline data is different between the paper and the clinicaltrials.gov registry. For example, for ivermectin the paper shows 19/410 Asian patients, while the registry shows 13/4104. For metformin, the numbers are 25/663 and 18/663.
Control group includes metformin, adjustment protocol violation. The "control" group includes patients receiving metformin, which is known to be beneficial for COVID-196. Authors present adjusted results however they do not appear to fully account for metformin efficacy. For example, the adjusted result for ivermectin ER/hosp./death is close to the unadjusted result, while a greater difference would be expected based on the metformin efficacy reported (which is not expected to be doubled in the metformin + ivermectin arm). The trial has 5 treatments arms, but is presented as if there was 3, which adds complexity, makes the results subject to potential interactions between treatments, and introduces the potential for investigator bias in adjustments. Notably, the protocol specifies primary and secondary adjustments (page 74), and the paper reports only one set of adjustments, which matches neither the primary or secondary adjustments in the protocol.
Primary outcome changes. The primary outcome was changed around and after the end of recruitment7,8.
All 7 secondary outcomes deleted. All 7 secondary outcomes were deleted in the clinicaltrials.gov registry on April 18, 20238.
Metformin/fluvoxamine conclusions opposite of Together Trial, but matching earlier studies on each team. The Together trial and COVID-OUT both tested metformin and fluvoxamine. Notably, they came to opposite conclusions. In Together, authors found efficacy for fluvoxamine, but the metformin results were so negative that the trial was terminated early. In COVID-OUT it was the opposite, authors (although not the journal editor) found efficacy for metformin, while the fluvoxamine results were so negative that the trial was terminated early9. Note that the Together authors include researchers that found fluvoxamine effective in earlier studies, while the COVID-OUT authors include researchers that found metformin effective in earlier studies.
Author claims results from 653 researchers should be censored for false information. 64 studies by 653 scientists report statistically significant positive results for ivermectin treatment of COVID-1910. One author claimed that a report of positive results is "disinformation" and distributed a request to report and censor the author11-13. While discussion is warranted for all studies, a call for censorship of results is extreme and raises questions. Author provides no basis for the results of the 653 scientists being wrong and warranting of censorship, and there is no indication that author has even read most of the studies. Author cherry-picked two of 105 studies, (COVID-OUT and ACTIV-614,15, both very high COI studies with an extensive list of issues and very delayed treatment) and claimed that "no benefit of ivermectin was observed"16. In addition to ignoring the 64 studies reporting statistically significant positive results, ACTIV-617 reported a posterior probability that ivermectin is effective of 99%, 98%, and 97% for mean time unwell, clinical progression @14 days, and clinical progression @7 days (even though none of the pre-specified primary outcomes were reported, and noting that these preprint results were changed without explanation), and COVID-OUT showed 61% lower hospitalization with ivermectin vs. placebo (not including metformin), although this was not reported.
Administration on an empty stomach. Authors instructed patients to take ivermectin on an empty stomach, but other treatments with food. Guzzo show that the plasma concentration of ivermectin is much higher when administered with food (geometric mean AUC 2.6 times higher). "Ivermectin or matching placebo should be taken by mouth on an empty stomach with water. 1 hour before or 2 hours after a meal. All other agents should be taken by mouth at the end of a balanced snack or small meal."
Results delayed 6 months (including life-saving metformin results). Results were delayed for 6 months with no explanation, with followup ending Feb 14, 2022. Results were not presented until July 819, and they were still not available to the public due to a news embargo for over a month. Embargo and delay of clinical trial results during a pandemic is not consistent with a goal of minimizing mortality and morbidity. Notably authors report very positive results for metformin (although journal editors changed the conclusion as below).
Subject to participant fraud. The self-reported design and absence of professional medical examination opens this kind of remote trial to participant fraud, which may be significant due to extreme politicization in the study country. Participant fraud has been reported for two other remote trials with a shared author20,21, involving submission of fake surveys and repeated signups.
Fewer comorbidities for serious outcomes. Patients experiencing serious outcomes are expected to be more likely to have comorbidities, however the opposite is seen.
Outcome Comorbidity prevalence
Non-ER/hosp./death 53%
ER 45%
Hospitalization 12.5%
Death 0%
Control arm results very different between treatments. Control arm results are very different between treatments, for example considering hospitalization/death, this was 1.0% for ivermectin treatment vs. 2.7% for metformin control, however it was 1.3% for the ivermectin control. The metformin arm started earlier, however the difference in outcomes is very large given that most patients are in the shared period.
COVID-19 specific symptoms hidden in appendix. Authors present results for all symptoms in Figure 2, and for COVID-19 symptoms in the appendix Figure S4. Notably, the COVID-19 specific results are better for ivermectin and especially for fluvoxamine.
Authors claim placebo is not better than the treatments. Authors state: Neither overall symptoms nor Covid-19–specific symptoms were reduced faster with placebo than with any of the trial drugs. This may be true, Figure S4 shows symptoms were reduced faster with all treatments (with ivermectin and fluvoxamine showing greater improvement than metformin), but the reverse claim is very unusual — placebo is not expected to be better. Note that the graphs and data refer to the control groups including other treatments, while the statement refers to placebo only.
Incorrect claim that no treatment reduced severity. Authors claim that "None of the trial drugs resulted in a lower severity of symptoms than identically matched placebo." The intended meaning — compared to the "control" groups used, since that is the data reported — is incorrect, multiple results show lower severity in the treatment groups in terms of the symptom scores and severity resulting in hospitalization. Individual results may not reach statistical significance, however ER/hosp./death does in the larger metformin group.
False conclusion. Authors claim "None of the three medications that were evaluated prevented the occurrence of hypoxemia, an emergency department visit, hospitalization, or death associated with Covid-19." Taking the literal wording, this is false, there were no deaths with fluvoxamine. Taking the likely meaning (no treatment reduced incidence of these events), this is false, reduced incidence is seen in several results (mostly without statistical significance).
Trial outcomes modified. Trial outcomes were changed on January 20, 202222, and again on March 2, 202223.
Very high percentage of missing data. There is a very high percentage of missing data. 25% of patients have zero symptom data reported for all 14 days in the data file. This does not match the paper which reports 20% of patients did not contribute symptom data (Figure 2).
Medication delivery varied significantly. Medication delivery varied significantly over the trial. In this presentation24, author indicates that delivery was initially local, later via FedEx, was much slower in August, there were delays due to team bandwidth issues, and they only realized they could use FedEx same day delivery in September.
Treatment 3 days for ivermectin, 14 days for metformin and fluvoxamine. Treatment was 14 days for metformin and fluvoxamine, but only 3 days for ivermectin.
SAP dated after trial. The SAP is dated February 14, 2022, which authors note is one day before unblinding. However, the protocol notes that the statisticians are unblinded: "There is one unblinded statistician with two unblinded supporting statisticians on the study team", and "All analyses will be carried out by the un-blinded statisticians". The protocol also notes that the SAP will be developed by unblinded statisticians in one case, and blinded in a second case: "detailed statistical analysis plan will be developed by the unblinded statisticians", and "statistical analysis plan will be developed by the blinded statistician."
Test requirement and delivery prohibits early treatment. The requirement for a positive test and delivery of medication introduces substantial delay and largely excludes the possibility of early treatment. The protocol requires verifiable results using a local laboratory standard which excludes most home antigen tests (supplementary data page 5). Note that the trial results do not generalize to real-world usage, where clinicians recommend treatment immediately on symptoms.
Conclusion modified by journal. Author statements indicate that the conclusion was modified by the journal25,26.
Symptom results contradictory. Authors consider only metformin results to be positive (the journal editor considers none to be positive), however the symptom results in Figure S4 show the opposite: ivermectin and fluvoxamine show faster improvement (without statistical significance), while no difference is seen for metformin.
Adherence very low. Adherence was very low, with 77% overall reporting 70+% adherence, and 85% for ivermectin reporting 70+% adherence. An author has claimed 85% took all doses but that is contradicted by the 20% reported "Total Interruption or Discontinuation" in Table S2. Numbers for 100% adherence are not provided.
Inconsistent blinding statements. Protocol page 12 states that "The research team statisticians will remain blinded", while the supplementary data page 40 states that "There is one unblinded statistician with two unblinded supporting statisticians on the study team".
Author indicates a best guess can be used for onset. One author suggests that investigators can use a "best guess" if a patient gives a range for time of onset, which would allow a biased investigator to present an incorrect lower average time from onset27.
Ivermectin from source chosen has shown lower efficacy. Authors chose to source ivermectin from Edenbridge, which ranked 7 out of 11 brands in In Vitro tests for antiparasitic efficacy28, requiring 5 days compared to 2 days for the best performing brand, and 3 days for 4 other brands.
Highest mean age for ivermectin, lowest for placebo. All treatment groups show the same median age (46) in the paper, however the clinicaltrials.gov registry shows the mean ages, and the mean is notably higher in the ivermectin only group (48) versus all other groups, suggesting a skew towards older patients specifically in the ivermectin only group. The control median age for ivermectin is 45 in the paper, while the placebo mean age in the registry is 42, while no other group has a mean age below 46. There is a large difference between the ivermectin and placebo mean ages (48 vs. 42), which is hidden in the paper which shows median 46 vs. 45 ivermectin vs. control
Adherence subgroups analysed but not reported. Authors indicate they performed subgroup analysis by adherence2 @18:30, however these results have not been reported.
Maximum symptom duration not clear. The procol excludes patients with >7 days of symptoms, i.e. patients 7 days from onset are included. The paper claims "less than 7 days" in one instance and "within 7 days" in another. The presentation reports "<7 days"2.
No discontinuation due to hospitalization for ivermectin. Table S2 shows 9 placebo patients discontinued treatment due to hospitalization, compared to zero for ivermectin. While ivermectin patients only received 3 days treatment, they received placebo tablets for the remaining days. If this number is only counting discontinuation during the first three days, the result highlights that treatment was stopped before any patients were hospitalized. The protocol notes "Study drug will be stopped at the time of hospitalization for any reason".
Authors indicate up to 5 day delay in real-world usage. Authors note up to 11 days treatment delay with a remote clinical trial compared to up to 5 day for "real-world use"2 @43:00, where the 5 days derives from testing and medical system delays. However, logical real-world use, as used in many locations, is to have the treatment on hand to take immediately.
This is the 41st of 52 COVID-19 RCTs for ivermectin, which collectively show efficacy with p=0.00000021.
This is the 90th of 105 COVID-19 controlled studies for ivermectin, which collectively show efficacy with p<0.0000000001 (1 in 774 quintillion).
Study covers ivermectin, fluvoxamine, and metformin.
risk of death, 197.1% higher, RR 2.97, p = 1.00, treatment 1 of 408 (0.2%), control 0 of 396 (0.0%), continuity correction due to zero event (with reciprocal of the contrasting arm), day 28.
risk of death/hospitalization, 26.7% lower, RR 0.73, p = 0.66, treatment 4 of 406 (1.0%), control 5 of 394 (1.3%), NNT 352, odds ratio converted to relative risk.
risk of progression, 36.8% higher, RR 1.37, p = 0.33, treatment 23 of 406 (5.7%), control 16 of 394 (4.1%), odds ratio converted to relative risk, combined ER, hospitalization, death.
risk of progression, 3.7% higher, RR 1.04, p = 0.78, treatment 105 of 407 (25.8%), control 96 of 391 (24.6%), odds ratio converted to relative risk, combined hypoxemia, ER, hospitalization, death, primary outcome.
risk of hospitalization, 60.8% lower, RR 0.39, p = 0.28, treatment 2 of 206 (1.0%), control 5 of 202 (2.5%), NNT 66, IVM vs. placebo.
risk of hospitalization, 74.6% lower, RR 0.25, p = 0.37, treatment 1 of 137 (0.7%), control 4 of 139 (2.9%), NNT 47, IVM vs. placebo, ≤5 days from onset.
risk of hospitalization, 70.1% lower, RR 0.30, p = 0.12, treatment 3 of 406 (0.7%), control 5 of 202 (2.5%), NNT 58, IVM and IVM+MF vs. placebo.
risk of hospitalization, 41.8% lower, RR 0.58, p = 0.50, treatment 3 of 406 (0.7%), control 5 of 394 (1.3%), NNT 189, IVM and IVM+MF vs. placebo and MF.
Effect extraction follows pre-specified rules prioritizing more serious outcomes. Submit updates
Bramante et al., 18 Aug 2022, Double Blind Randomized Controlled Trial, placebo-controlled, USA, peer-reviewed, 37 authors, average treatment delay 4.6 days, dosage 430μg/kg days 1-3, this trial compares with another treatment - results may be better when compared to placebo, trial NCT04510194 (history) (COVID-OUT).
This PaperIvermectinAll
Randomized Trial of Metformin, Ivermectin, and Fluvoxamine for Covid-19
Carolyn T Bramante, Jared D Huling, Christopher J Tignanelli, John B Buse, David M Liebovitz, Jacinda M Nicklas, Kenneth Cohen, Michael A Puskarich, Hrishikesh K Belani, Jennifer L Proper, Lianne K Siegel, Nichole R Klatt, David J Odde, Darlette G Luke, Blake Anderson, Amy B Karger, Nicholas E Ingraham, Katrina M Hartman, Via Rao, Aubrey A Hagen, Barkha Patel, Sarah L Fenno, Nandini Avula, Neha V Reddy, Spencer M Erickson, Sarah Lindberg, Regina Fricton, Samuel Lee, Adnin Zaman, Hanna G Saveraid, Walker J Tordsen, Matthew F Pullen, Michelle Biros, Nancy E Sherwood, Jennifer L Thompson, David R Boulware, Thomas A Murray
New England Journal of Medicine, doi:10.1056/nejmoa2201662
BACKGROUND Early treatment to prevent severe coronavirus disease 2019 (Covid-19) is an important component of the comprehensive response to the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic. METHODS In this phase 3, double-blind, randomized, placebo-controlled trial, we used a 2-by-3 factorial design to test the effectiveness of three repurposed drugs -metformin, ivermectin, and fluvoxamine -in preventing serious SARS-CoV-2 infection in nonhospitalized adults who had been enrolled within 3 days after a confirmed diagnosis of infection and less than 7 days after the onset of symptoms. The patients were between the ages of 30 and 85 years, and all had either overweight or obesity. The primary composite end point was hypoxemia (≤93% oxygen saturation on home oximetry), emergency department visit, hospitalization, or death. All analyses used controls who had undergone concurrent randomization and were adjusted for SARS-CoV-2 vaccination and receipt of other trial medications. RESULTS A total of 1431 patients underwent randomization; of these patients, 1323 were included in the primary analysis. The median age of the patients was 46 years; 56% were female (6% of whom were pregnant), and 52% had been vaccinated. The adjusted odds ratio for a primary event was 0.84 (95% confidence interval [CI], 0.66 to 1.09; P = 0.19) with metformin, 1.05 (95% CI, 0.76 to 1.45; P = 0.78) with ivermectin, and 0.94 (95% CI, 0.66 to 1.36; P = 0.75) with fluvoxamine. In prespecified secondary analyses, the adjusted odds ratio for emergency department visit, hospitalization, or death was 0.58 (95% CI, 0.35 to 0.94) with metformin, 1.39 (95% CI, 0.72 to 2.69) with ivermectin, and 1.17 (95% CI, 0.57 to 2.40) with fluvoxamine. The adjusted odds ratio for hospitalization or death was 0.47 (95% CI, 0.20 to 1.11) with metformin, 0.73 (95% CI, 0.19 to 2.77) with ivermectin, and 1.11 (95% CI, 0.33 to 3.76) with fluvoxamine. CONCLUSIONS None of the three medications that were evaluated prevented the occurrence of hypoxemia, an emergency department visit, hospitalization, or death associated with Covid-19. (Funded by the Parsemus Foundation and others; COVID-OUT ClinicalTrials .gov number, NCT04510194.
Appendix The authors' full names and academic degrees are as follows: Carolyn T. Bramante
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Lindberg, T.A.M.) and Epidemiology and ' 'Community Health (N.E.S.), School of Public Health, and the ' 'Department of Biomedical Engineering (D.J.O.), University of ' 'Minnesota, the...'}]}, { 'ORCID': 'http://orcid.org/0000-0002-0292-0594', 'authenticated-orcid': False, 'given': 'Nicholas E.', 'family': 'Ingraham', 'sequence': 'additional', 'affiliation': [ { 'name': 'From the Departments of Medicine (C.T.B., N.E.I., K.M.H., ' 'A.A.H., B.P., S.L.F., N.A., N.V.R., S.M.E., H.G.S., M.F.P., ' 'D.R.B.) and Surgery (C.J.T., N.R.K.), Emergency Medicine ' '(M.A.P., M.B.), and Laboratory Medicine and Pathology (A.B.K.), ' 'Medical School, the Divisions of Biostatistics (J.D.H., J.L.P., ' 'L.K.S., V.R., S. Lindberg, T.A.M.) and Epidemiology and ' 'Community Health (N.E.S.), School of Public Health, and the ' 'Department of Biomedical Engineering (D.J.O.), University of ' 'Minnesota, the...'}]}, { 'ORCID': 'http://orcid.org/0000-0001-6723-0423', 'authenticated-orcid': False, 'given': 'Katrina M.', 'family': 'Hartman', 'sequence': 'additional', 'affiliation': [ { 'name': 'From the Departments of Medicine (C.T.B., N.E.I., K.M.H., ' 'A.A.H., B.P., S.L.F., N.A., N.V.R., S.M.E., H.G.S., M.F.P., ' 'D.R.B.) and Surgery (C.J.T., N.R.K.), Emergency Medicine ' '(M.A.P., M.B.), and Laboratory Medicine and Pathology (A.B.K.), ' 'Medical School, the Divisions of Biostatistics (J.D.H., J.L.P., ' 'L.K.S., V.R., S. 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Lindberg, T.A.M.) and Epidemiology and ' 'Community Health (N.E.S.), School of Public Health, and the ' 'Department of Biomedical Engineering (D.J.O.), University of ' 'Minnesota, the...'}]}, { 'given': 'Aubrey A.', 'family': 'Hagen', 'sequence': 'additional', 'affiliation': [ { 'name': 'From the Departments of Medicine (C.T.B., N.E.I., K.M.H., ' 'A.A.H., B.P., S.L.F., N.A., N.V.R., S.M.E., H.G.S., M.F.P., ' 'D.R.B.) and Surgery (C.J.T., N.R.K.), Emergency Medicine ' '(M.A.P., M.B.), and Laboratory Medicine and Pathology (A.B.K.), ' 'Medical School, the Divisions of Biostatistics (J.D.H., J.L.P., ' 'L.K.S., V.R., S. Lindberg, T.A.M.) and Epidemiology and ' 'Community Health (N.E.S.), School of Public Health, and the ' 'Department of Biomedical Engineering (D.J.O.), University of ' 'Minnesota, the...'}]}, { 'given': 'Barkha', 'family': 'Patel', 'sequence': 'additional', 'affiliation': [ { 'name': 'From the Departments of Medicine (C.T.B., N.E.I., K.M.H., ' 'A.A.H., B.P., S.L.F., N.A., N.V.R., S.M.E., H.G.S., M.F.P., ' 'D.R.B.) and Surgery (C.J.T., N.R.K.), Emergency Medicine ' '(M.A.P., M.B.), and Laboratory Medicine and Pathology (A.B.K.), ' 'Medical School, the Divisions of Biostatistics (J.D.H., J.L.P., ' 'L.K.S., V.R., S. Lindberg, T.A.M.) and Epidemiology and ' 'Community Health (N.E.S.), School of Public Health, and the ' 'Department of Biomedical Engineering (D.J.O.), University of ' 'Minnesota, the...'}]}, { 'given': 'Sarah L.', 'family': 'Fenno', 'sequence': 'additional', 'affiliation': [ { 'name': 'From the Departments of Medicine (C.T.B., N.E.I., K.M.H., ' 'A.A.H., B.P., S.L.F., N.A., N.V.R., S.M.E., H.G.S., M.F.P., ' 'D.R.B.) and Surgery (C.J.T., N.R.K.), Emergency Medicine ' '(M.A.P., M.B.), and Laboratory Medicine and Pathology (A.B.K.), ' 'Medical School, the Divisions of Biostatistics (J.D.H., J.L.P., ' 'L.K.S., V.R., S. Lindberg, T.A.M.) and Epidemiology and ' 'Community Health (N.E.S.), School of Public Health, and the ' 'Department of Biomedical Engineering (D.J.O.), University of ' 'Minnesota, the...'}]}, { 'given': 'Nandini', 'family': 'Avula', 'sequence': 'additional', 'affiliation': [ { 'name': 'From the Departments of Medicine (C.T.B., N.E.I., K.M.H., ' 'A.A.H., B.P., S.L.F., N.A., N.V.R., S.M.E., H.G.S., M.F.P., ' 'D.R.B.) and Surgery (C.J.T., N.R.K.), Emergency Medicine ' '(M.A.P., M.B.), and Laboratory Medicine and Pathology (A.B.K.), ' 'Medical School, the Divisions of Biostatistics (J.D.H., J.L.P., ' 'L.K.S., V.R., S. Lindberg, T.A.M.) and Epidemiology and ' 'Community Health (N.E.S.), School of Public Health, and the ' 'Department of Biomedical Engineering (D.J.O.), University of ' 'Minnesota, the...'}]}, { 'given': 'Neha V.', 'family': 'Reddy', 'sequence': 'additional', 'affiliation': [ { 'name': 'From the Departments of Medicine (C.T.B., N.E.I., K.M.H., ' 'A.A.H., B.P., S.L.F., N.A., N.V.R., S.M.E., H.G.S., M.F.P., ' 'D.R.B.) and Surgery (C.J.T., N.R.K.), Emergency Medicine ' '(M.A.P., M.B.), and Laboratory Medicine and Pathology (A.B.K.), ' 'Medical School, the Divisions of Biostatistics (J.D.H., J.L.P., ' 'L.K.S., V.R., S. 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