{"id":"W6889079450","doi":"10.25384/sage.c.6786750","title":"Incidence and Outcomes of Acute Respiratory Distress Syndrome in Brain-Injured Patients Receiving Invasive Ventilation: A Secondary Analysis of the ENIO Study","year":2023,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"ARDS; Incidence (geometry); Intensive care unit; Odds ratio; Mechanical ventilation; Hazard ratio; Confidence interval; Proportional hazards model; Logistic regression","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002526413,0.0004338896,0.001635681,0.002264391,0.0000835362,0.00008095082,0.002277728,0.0002195404,0.001121428],"category_scores_gemma":[0.002119425,0.0003358208,0.0002289387,0.003448698,0.0002032008,0.0005581171,0.002434419,0.0007212892,0.00001833394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001401414,"about_ca_system_score_gemma":0.0002479519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006917245,"about_ca_topic_score_gemma":0.04750462,"domain_scores_codex":[0.9950069,0.001086015,0.001493724,0.0007617732,0.001333746,0.0003178021],"domain_scores_gemma":[0.9926278,0.0007494307,0.003452564,0.002923994,0.0001397452,0.000106481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004034652,0.0003073896,0.9734446,0.00008700354,0.008749583,0.0001410465,0.0007338294,0.00000517127,0.0001150239,8.467831e-8,0.01165975,0.004716173],"study_design_scores_gemma":[0.001180538,0.00008127411,0.9899663,0.004048313,0.003836524,0.000004140797,0.0002841294,0.000006103757,0.00001597221,0.00001001271,0.000295422,0.0002713106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9001294,0.005506632,0.000004909363,0.00006145154,0.0003991292,0.001608971,0.09160163,0.00007657526,0.0006112594],"genre_scores_gemma":[0.9919215,0.001251765,0.00004883013,0.00006527613,0.00004461252,0.00003072389,0.0006111665,0.0008780142,0.005148101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09179207,"threshold_uncertainty_score":0.9999094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03986231339035781,"score_gpt":0.3370191341320298,"score_spread":0.297156820741672,"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."}}