{"id":"W4401605091","doi":"10.1016/j.jacadv.2024.101197","title":"Triage Strategies for Critically Ill Patients With Acute Myocardial Infarction Requiring Invasive Mechanical Ventilation","year":2024,"lang":"en","type":"letter","venue":"JACC Advances","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University Health Centre","funders":"","keywords":"Critically ill; Triage; Medicine; Mechanical ventilation; Myocardial infarction; Intensive care medicine; Cardiology; Emergency medicine; Internal medicine","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":[0.001308291,0.0007924908,0.0009276479,0.001337453,0.004696776,0.003938347,0.001696219,0.02812135,0.0175696],"category_scores_gemma":[0.0132244,0.0005200283,0.001470358,0.0007286036,0.001552996,0.002510584,0.002316627,0.02415943,0.007897456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004907557,"about_ca_system_score_gemma":0.008974128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008557792,"about_ca_topic_score_gemma":0.03572762,"domain_scores_codex":[0.9984993,0.000331136,0.0002321549,0.0001560908,0.0003679589,0.0004134864],"domain_scores_gemma":[0.995301,0.0014942,0.0004874496,0.0001018548,0.001110903,0.001504581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005457789,0.00009808162,0.002181986,0.0001141901,0.00001802651,0.004838583,0.0002279142,0.0002795426,0.0003147907,0.003312527,0.9628212,0.02573847],"study_design_scores_gemma":[0.0006134015,0.000435278,0.01655732,0.003731274,0.0001367486,0.009000581,0.002489315,0.003139542,0.0004966361,0.03602729,0.9271995,0.0001731881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001059844,0.001555769,0.0003774359,0.9650822,0.01274484,0.0000778573,0.00007666522,0.00005724545,0.01896811],"genre_scores_gemma":[0.02008381,0.00366618,0.001937081,0.8662573,0.09123149,0.0003206321,0.0002133993,0.00005735797,0.0162329],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02812135,"threshold_uncertainty_score":0.0587762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127097411867162,"score_gpt":0.2939389051161245,"score_spread":0.2812291639294083,"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."}}