{"id":"W2167565652","doi":"10.1186/cc10001","title":"The Simple Triage Scoring System (STSS) successfully predicts mortality and critical care resource utilization in H1N1 pandemic flu: a retrospective analysis","year":2011,"lang":"en","type":"article","venue":"Critical Care","topic":"Disaster Response and Management","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Triage; Medicine; Emergency medicine; Intensive care unit; Pandemic; Mechanical ventilation; Receiver operating characteristic; Retrospective cohort study; Intensive care medicine; Intensive care; Confidence interval; Medical emergency; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00120593,0.0003253946,0.0003892343,0.001418255,0.0002590965,0.0004493972,0.000279266,0.0003322462,0.0009026174],"category_scores_gemma":[0.003832097,0.0003092516,0.0005054628,0.0009189874,0.0004000633,0.0004891399,0.0004886178,0.0003157778,0.0002473156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003034119,"about_ca_system_score_gemma":0.0004175123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002183812,"about_ca_topic_score_gemma":0.002071865,"domain_scores_codex":[0.9992205,0.0001989413,0.0001681985,0.000149608,0.000166638,0.00009605339],"domain_scores_gemma":[0.9970835,0.0008982222,0.001035516,0.0002453687,0.0004470079,0.0002903362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005102263,0.000007689092,0.9992101,0.000003513253,0.00001271387,0.0001086508,0.00002483568,0.0000281236,0.0000752539,0.000003253612,0.00002919777,0.000445549],"study_design_scores_gemma":[0.000006903198,0.0002675358,0.9976379,0.000007686451,0.00002165272,0.001120933,0.0001585442,0.0005494695,0.0001233442,0.00001048672,0.00009048828,0.000005098655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995342,0.00008967749,0.0001083218,0.000007830665,0.000003356858,0.00001020158,0.0001270252,0.000001871356,0.0001174522],"genre_scores_gemma":[0.9996145,0.00004498633,0.00007560287,0.000005640976,0.000006378107,0.000006796391,0.0002201358,0.00000106912,0.00002477798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002183812,"threshold_uncertainty_score":0.006377697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1995808888010484,"score_gpt":0.4641366927533356,"score_spread":0.2645558039522872,"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."}}