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Surviving Sepsis Campaign International Guidelines for the Management of Septic Shock and Sepsis-Associated Organ Dysfunction in Children

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 affiliationAn author listed a Canadian institution. This is the only route the usual frame has.

Classifier prediction

metacan-v1-d91a1de5be90

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

Classifier candidate
ObservationalNot applicable
Classifier consensus
Observational
Teacher imitation scores

Codex

Observational0.876
Not applicable0.335
Bibliometrics0.003
Other design0.002
Theoretical or conceptual0.001
Qualitative0.001
Systematic review0.000
Simulation or modelling0.000
Case report0.000
Metaresearch0.000
Meta-analysis0.000
Non-randomized trial0.000
Randomized trial0.000
Bench or experimental0.000
Open science0.000
Meta-epidemiology (narrow)0.000
Science and technology studies0.000
Scholarly communication0.000
Research integrity0.000
Meta-epidemiology (broad)0.000

Gemma

Observational0.453
Qualitative0.020
Systematic review0.007
Theoretical or conceptual0.007
Not applicable0.004
Meta-analysis0.001
Bibliometrics0.001
Randomized trial0.001
Case report0.000
Non-randomized trial0.000
Metaresearch0.000
Simulation or modelling0.000
Bench or experimental0.000
Science and technology studies0.000
Meta-epidemiology (narrow)0.000
Open science0.000
Research integrity0.000
Meta-epidemiology (broad)0.000
Scholarly communication0.000

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 head0.093
GPT teacher head0.382
Teacher spread
0.289 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

To develop evidence-based recommendations for clinicians caring for children (including infants, school-aged children, and adolescents) with septic shock and other sepsis-associated organ dysfunction.

A panel of 49 international experts, representing 12 international organizations, as well as three methodologists and three public members was convened. Panel members assembled at key international meetings (for those panel members attending the conference), and a stand-alone meeting was held for al…

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