{"id":"W3217368829","doi":"10.7326/m21-1499","title":"Performance of the European Society of Cardiology 0/1-Hour, 0/2-Hour, and 0/3-Hour Algorithms for Rapid Triage of Acute Myocardial Infarction","year":2021,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Triage; Myocardial infarction; MEDLINE; Interventional cardiology; Electrocardiography","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":[0.03213966,0.001126732,0.003988501,0.002762571,0.0004327963,0.002720662,0.001720447,0.002037312,0.001898879],"category_scores_gemma":[0.1069037,0.000720254,0.007248506,0.00231079,0.0006926226,0.002078502,0.001137173,0.001257364,0.0002019147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878527,"about_ca_system_score_gemma":0.003140408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004438465,"about_ca_topic_score_gemma":0.008531257,"domain_scores_codex":[0.9717981,0.01521037,0.007208959,0.002141037,0.003297446,0.0003440191],"domain_scores_gemma":[0.9354538,0.04125609,0.01588893,0.001401118,0.00542368,0.0005763671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.09740574,0.0006785234,0.1091977,0.3137326,0.1515754,0.0001727382,0.001004991,0.002615203,0.0006633101,0.001312133,0.006785886,0.3148557],"study_design_scores_gemma":[0.07458563,0.01310426,0.2708656,0.222214,0.390682,0.0006563822,0.001198141,0.005250489,0.00148615,0.003250186,0.01616163,0.0005455353],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1596108,0.8211807,0.002591549,0.001979932,0.001790318,0.003820535,0.002359343,0.00005968191,0.006607196],"genre_scores_gemma":[0.8561655,0.1215269,0.0143426,0.00207819,0.0008878427,0.002702595,0.001826908,0.00003492851,0.0004344493],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03213966,"threshold_uncertainty_score":0.1699728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06984940370976174,"score_gpt":0.364128563255931,"score_spread":0.2942791595461692,"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."}}