{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001247859,0.0002993553,0.0005224916,0.0001961554,0.0001080549,0.0001335404,0.0000693933,0.0004357521,0.00001407358],"category_scores_gemma":[0.0003909991,0.0002252123,0.0003099317,0.0001686491,0.00008506836,0.000561789,0.00003398791,0.0007167835,0.0000228608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001428304,"about_ca_system_score_gemma":0.0002629679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003420606,"about_ca_topic_score_gemma":0.000007755056,"domain_scores_codex":[0.9981824,0.0000466696,0.0003779804,0.0005104812,0.0005614297,0.000321041],"domain_scores_gemma":[0.9981859,0.0003115011,0.0001521133,0.0002198615,0.001069416,0.00006119596],"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":[0.007986256,0.0001857181,0.001519354,0.006506201,0.004020842,0.0007874907,0.0008269224,0.0001563345,0.001338103,0.001586503,0.947517,0.02756929],"study_design_scores_gemma":[0.004213655,0.001199558,0.004564227,0.001746317,0.003522216,0.00001633889,0.0004803231,0.00006786102,0.0003217512,0.01594079,0.9672313,0.000695702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06530391,0.003226097,0.08251504,0.77874,0.04546329,0.01374154,0.001508004,0.00118591,0.0083162],"genre_scores_gemma":[0.1583026,0.001804161,0.02606018,0.7231991,0.06308265,0.002606293,0.02196488,0.0007212384,0.002258913],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09299869,"threshold_uncertainty_score":0.9183889,"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."}}