{"id":"W7084070425","doi":"10.6084/m9.figshare.c.8058552.v1","title":"Coenrollment of critically ill patients in PROSPECT: characteristics and association with treatment efficacy and safety","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Topic Modeling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Joseph Brant Hospital; University of Manitoba; Western University; Hôpital Maisonneuve-Rosemont; McMaster University; Queen's University; University of Ottawa; Université Laval; University of Toronto","funders":"","keywords":"Adverse effect; Randomized controlled trial; Logistic regression; Pneumonia; Critically ill; Clinical trial; Proportional hazards model; Clinical endpoint","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02372031,0.0004838283,0.001423762,0.001956978,0.0006597457,0.001726573,0.0008224957,0.001019234,0.003811205],"category_scores_gemma":[0.06372911,0.0003093928,0.003557267,0.002293101,0.001036839,0.001255259,0.001712493,0.0008794122,0.0001919659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005664452,"about_ca_system_score_gemma":0.0008579167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004321589,"about_ca_topic_score_gemma":0.000830519,"domain_scores_codex":[0.9675225,0.01588267,0.008565049,0.003613902,0.003628247,0.0007875283],"domain_scores_gemma":[0.900947,0.0387138,0.05025081,0.005433511,0.002948888,0.001706038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03518191,0.0003543405,0.9002049,0.00492931,0.01804653,0.000240936,0.0006896105,0.0004767597,0.002557202,0.0006746805,0.001004096,0.03563975],"study_design_scores_gemma":[0.003275115,0.008258477,0.9646171,0.001724866,0.01101377,0.001288647,0.0007367766,0.001373816,0.002191774,0.001460905,0.003951532,0.0001072851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725705,0.01957049,0.002962252,0.0006982361,0.0001096447,0.0008739971,0.001824019,0.00002443655,0.001366351],"genre_scores_gemma":[0.996566,0.0008183998,0.001228912,0.0002199524,0.00006243323,0.0004978779,0.0004760429,0.000006143767,0.0001242609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02372031,"threshold_uncertainty_score":0.1254465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114581590065608,"score_gpt":0.2313351273621888,"score_spread":0.219876968355628,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}