{"id":"W4388011864","doi":"10.1016/j.cjca.2023.10.011","title":"Promise of a Novel Classification System for Acute Myocardial Infarction","year":2023,"lang":"en","type":"editorial","venue":"Canadian Journal of Cardiology","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institutes of Health; Assistance publique-Hôpitaux de Paris; Belvoir Media Group; MyoKardia; Boston VA Research Institute; Regado Biosciences; Boston Scientific Corporation; Bristol-Myers Squibb; CSL Behring; Cleveland Clinic; Duke Clinical Research Institute; Novo Nordisk; American Heart Association; Daiichi Sankyo Europe; Sanofi","keywords":"Medicine; Myocardial infarction; Thrombolysis; TIMI; Cardiology; Internal medicine; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02061337,0.003976204,0.006205007,0.00533493,0.003102216,0.01101159,0.005279851,0.01927478,0.007621978],"category_scores_gemma":[0.06483227,0.001300776,0.004769119,0.002013622,0.00326708,0.005189193,0.001444251,0.0272366,0.006331963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00444085,"about_ca_system_score_gemma":0.0060338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004840547,"about_ca_topic_score_gemma":0.01045335,"domain_scores_codex":[0.9914097,0.002043925,0.001684079,0.0007797251,0.003657157,0.0004254456],"domain_scores_gemma":[0.9087557,0.04192737,0.002190771,0.001600045,0.04122176,0.004304347],"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":[0.00008137905,0.00001596975,0.00005296011,0.000237669,0.00006476821,0.00007736599,0.00001212575,0.00003304656,0.00003676113,0.0004830139,0.9910506,0.007854395],"study_design_scores_gemma":[0.0007927797,0.0001489298,0.001706857,0.001997842,0.0008830195,0.0005593398,0.0001826732,0.001543169,0.0002409486,0.005798867,0.9860082,0.0001374566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000041343,0.002830507,0.0001655386,0.03465056,0.9616802,0.00001940361,0.00005659759,0.00003693526,0.0005187447],"genre_scores_gemma":[0.0003784488,0.002709269,0.0003037475,0.01702518,0.9773467,0.00002576654,0.00004939465,0.00003042623,0.002131001],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02061337,"threshold_uncertainty_score":0.1090152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04548352815791998,"score_gpt":0.3409534126418644,"score_spread":0.2954698844839444,"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."}}