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Psychiatric Morbidity in Survivors of the Acute Respiratory Distress Syndrome: A Systematic Review

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian funderA Canadian agency funded it. The work may carry no Canadian affiliation at all.

No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Classifier prediction

metacan-v1-d91a1de5be90

Predictions imitate two machine teachers. Scores are not calibrated prevalence probabilities.

Classifier candidate
ObservationalSystematic reviewNot applicable
Classifier consensus
ObservationalSystematic review
Teacher imitation scores

Codex

Systematic review0.961
Observational0.120
Not applicable0.025
Other design0.010
Meta-epidemiology (broad)0.001
Bibliometrics0.000
Meta-epidemiology (narrow)0.000
Case report0.000
Meta-analysis0.000
Research integrity0.000
Scholarly communication0.000
Non-randomized trial0.000
Theoretical or conceptual0.000
Open science0.000
Science and technology studies0.000
Metaresearch0.000
Qualitative0.000
Randomized trial0.000
Simulation or modelling0.000
Bench or experimental0.000

Gemma

Systematic review0.907
Not applicable0.239
Observational0.079
Meta-analysis0.003
Metaresearch0.002
Case report0.001
Meta-epidemiology (broad)0.001
Bibliometrics0.001
Research integrity0.000
Non-randomized trial0.000
Meta-epidemiology (narrow)0.000
Science and technology studies0.000
Scholarly communication0.000
Open science0.000
Qualitative0.000
Theoretical or conceptual0.000
Simulation or modelling0.000
Randomized trial0.000
Bench or experimental0.000

Machine scores (provisional)

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

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.

Opus teacher head0.044
GPT teacher head0.357
Teacher spread
0.313 how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Abstract

Acute lung injury (ALI), including its more severe subcategory, acute respiratory distress syndrome (ARDS), is a critical illness associated with considerable morbidity and mortality. Our objective was to summarize data on the prevalence of depressive, posttraumatic stress disorder (PTSD), and other anxiety syndromes amongst survivors of ALI/ARDS, potential risk factors for these syndromes, and their relationships to quality of life.

We conducted a systematic literature review using Medline, EMBA…

Retrieved from PubMed through NCBI EFetch. Structured section labels are preserved.