{"id":"W4200495478","doi":"10.1007/s43678-021-00255-z","title":"From STEMI to occlusion MI: paradigm shift and ED quality improvement","year":2021,"lang":"en","type":"letter","venue":"Canadian Journal of Emergency Medicine","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Quality management; Cardiology; Coronary occlusion; Internal medicine; Occlusion; Operations management","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":[0.01744534,0.0003768036,0.0004640142,0.001267015,0.002401188,0.005719183,0.001312388,0.002876415,0.002467428],"category_scores_gemma":[0.02808353,0.0001833052,0.0007723682,0.001432507,0.003126866,0.003613315,0.006087606,0.006125718,0.0003155846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01023679,"about_ca_system_score_gemma":0.01335983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006569307,"about_ca_topic_score_gemma":0.00727771,"domain_scores_codex":[0.9863757,0.00794112,0.0008386907,0.0008363118,0.002661926,0.001346153],"domain_scores_gemma":[0.9820802,0.005766654,0.002585432,0.0005016364,0.004766289,0.004299774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003447457,0.00106342,0.03542353,0.002335505,0.000257761,0.0007611287,0.01142585,0.001663215,0.0009797728,0.1429634,0.158182,0.6445998],"study_design_scores_gemma":[0.001064954,0.002700268,0.1217863,0.006874414,0.000283436,0.003367891,0.031332,0.008910477,0.001767783,0.3337377,0.4877483,0.0004264929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.04521096,0.03830119,0.01049597,0.886747,0.004129947,0.0001747097,0.0001348848,0.000126758,0.01467865],"genre_scores_gemma":[0.7066097,0.03334243,0.01759748,0.2340124,0.005421191,0.0003628914,0.0002111791,0.00007360496,0.002368973],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9934307,"threshold_uncertainty_score":0.0922609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06529468089811068,"score_gpt":0.347307949908165,"score_spread":0.2820132690100543,"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."}}