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Record W2171111956 · doi:10.1007/s00134-010-1977-3

Statistical analysis plan of PROWESS SHOCK study

2010· letter· en· W2171111956 on OpenAlexaff
Bruce Thompson, V. Marco Ranieri, Simon Finfer, Philip S. Barie, Jean-François Dhainaut, Ivor S. Douglas, Bengt Gårdlund, John C. Marshall, Andrew Rhodes

Bibliographic record

VenueIntensive Care Medicine · 2010
Typeletter
Languageen
FieldMedicine
TopicSepsis Diagnosis and Treatment
Canadian institutionsSt. Michael's Hospital
Fundersnot available
KeywordsDrotrecogin alfaMedicineSeptic shockSepsisMortality rateEmergency medicineShock (circulatory)Intensive careSurviving Sepsis CampaignIntensive care medicinePlaceboInternal medicineSevere sepsisAlternative medicine

Abstract

fetched live from OpenAlex

Dear Editor, The steering committee (SC) of the PROWESS SHOCK study has put in place processes that should guarantee independence and transparency to resolve the controversies surrounding the investigation and use of drotrecogin alfa (activated), thus serving the best interests of our patients [1]. The SC anticipated that the mortality rates from sepsis may be decreasing in response to improved quality of care [2] with a consequent influence on the sample size calculation for the PROWESS SHOCK study. We have described the impact of a falling placebo mortality rate and how the sample size would need to be changed to maintain 80% power to detect a 20% relative mortality reduction with drotrecogin alfa (activated) [2]. Accordingly, we employed a conditional power design to resize the study if aggregate mortality observed for the first 750 patients was lower than the anticipated 31.5% [1, 3]. Recent reports do indeed suggest temporal improvements in sepsis mortality. A multicenter demonstration project of a sepsis treatment “bundle” demonstrated a 5.4% absolute decrease in hospital mortality in the 15,022 subjects treated between 2005 and 2008 [4]. The australian and new zealand intensive care (ANZIC) research network investigators demonstrated a reduction in hospital mortality from 35.6% to 21.2% (n = 7,250) over an 8-year period ending in 2005 [5]. Recent trials have also reported lower than expected mortality. An international trial of TAK-242, a TLR-4 antagonist, enrolled 274 patients from 94 medical centers with septic shock or sepsis requiring mechanical ventilation and noted a placebo 28-day mortality of 28% despite a sequential organ failure assessment (SOFA) score over 8. The predicted mortality for sample size estimation was 40% [6]. A phase 2 trial of eritoran tetrasodium (E5564) enrolled adults with severe sepsis. The average predicted mortality was 53%, yet the observed 28-day mortality was 24–25% [7]. On 12 May 2010 the SC reviewed the aggregate baseline characteristics and 28-day mortality for the first 753 subjects in the PROWESS SHOCK study. At baseline, the mean number of organ failures was 3.5, all subjects were vasopressor dependent throughout the 17-h (mean) pre-enrollment period, 72% had renal dysfunction, and the (mean) total SOFA score was 9. The selected population therefore has a higher disease severity compared with PROWESS [8]. However, the aggregate mortality was 27.6%. Accordingly, the SC approved a protocol-specified increase in sample size from 1,500 to 1,696 subjects (848 per group). The analyses for the primary publication will be done by an independent academic statistical center [the Duke Clinical Research Institute (DCRI), Drs. Kerry Lee and Robert Califf]. Furthermore, the statistical analysis plan (SAP) has been developed in collaboration with the steering committee, the sponsor, and the DCRI, and the final plan submitted to the Food and Drug Administration (FDA) in February of this year, prior to the first interim analysis by the data monitoring committee (DMC). Furthermore, and in accordance with recent calls for publication of analysis plans in advance of study completion, we are attaching the entire SAP as a supplement to this letter [9]. As of the end of June we have enrolled 971 subjects into the trial, with the majority being enrolled in Europe. Based on the current rate of enrollment and the assumption that the DMC will allow the study to continue to completion, we anticipate that the study will be completed in spring or summer 2011. We wish to thank all our study subjects and their families, as well as our dedicated co-investigators and research coordinators and the sponsor, Eli Lilly, for their participation, support, and hard work on this important study.

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How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.055
metaresearch head score (Gemma)0.184
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Protocol · Consensus signal: Protocol
Teacher disagreement score0.055
Threshold uncertainty score0.292

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0550.184
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0030.003
Science and technology studies0.0010.001
Scholarly communication0.0030.001
Open science0.0020.001
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0520.007

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.082
GPT teacher head0.379
Teacher spread0.297 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreProtocol

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations16
Published2010
Admission routes1
Has abstractyes

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