{"id":"W4229006237","doi":"10.1136/bmj-2021-069164","title":"Variation in revascularisation use and outcomes of patients in hospital with acute myocardial infarction across six high income countries: cross sectional cohort study","year":2022,"lang":"en","type":"article","venue":"BMJ","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"George & Fay Yee Centre for Healthcare Innovation; Health Sciences Centre; University of Manitoba; Sunnybrook Health Science Centre; University of Toronto","funders":"National Institute on Aging","keywords":"Medicine; Percutaneous coronary intervention; Myocardial infarction; Cohort; Emergency medicine; Coronary artery bypass surgery; Retrospective cohort study; Population; Conventional PCI; Internal medicine; Artery; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002006603,0.0003442393,0.0004942488,0.001260139,0.000488724,0.001032387,0.0006121067,0.0005368766,0.0008432106],"category_scores_gemma":[0.004059711,0.000492574,0.0008815221,0.002278471,0.0004334354,0.0007018831,0.00111056,0.0005629588,0.0001878372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004997239,"about_ca_system_score_gemma":0.0005088836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01819293,"about_ca_topic_score_gemma":0.02037993,"domain_scores_codex":[0.9981837,0.0005565509,0.0003007457,0.0004492087,0.0002308687,0.0002789563],"domain_scores_gemma":[0.9965119,0.0004270349,0.001918161,0.0003596599,0.000414061,0.0003692146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003554093,0.00001623772,0.9994068,0.000006062305,0.0001089761,0.00002621884,0.00007546932,0.00002753132,0.00003163516,0.00001190651,0.00005603549,0.0001976775],"study_design_scores_gemma":[0.000005268905,0.00003450586,0.9994571,0.000005678082,0.00002833577,0.00005956538,0.0002484631,0.00007098263,0.00001542693,0.000006633882,0.00006471838,0.000003355533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984949,0.0001249611,0.00007790328,0.00002873257,0.000005498381,0.00001612463,0.001050695,0.000002497033,0.0001987148],"genre_scores_gemma":[0.9985282,0.00009146559,0.00009019848,0.00002766428,0.000005444994,0.00001973218,0.001188308,0.000001894091,0.00004703206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01819293,"threshold_uncertainty_score":0.03617406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152329603899223,"score_gpt":0.3210039741548897,"score_spread":0.3094806781158975,"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."}}