{"id":"W4388595685","doi":"10.1093/eurheartj/ehad655.1435","title":"The diagnostic accuracy of experienced physicians to clinically discriminate type 1 myocardial infarction from type 2 myocardial infarction or myocardial injury","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Myocardial infarction; Internal medicine; Cardiology; Prospective cohort study; Revascularization","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":[0.004849922,0.000404425,0.0003462901,0.001945103,0.0004054476,0.001539241,0.000752204,0.001178646,0.002916002],"category_scores_gemma":[0.02480769,0.000401518,0.0004167304,0.0007462946,0.0004825116,0.001093557,0.0008869278,0.0005144908,0.0008990746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004026307,"about_ca_system_score_gemma":0.0003616668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001938625,"about_ca_topic_score_gemma":0.002870847,"domain_scores_codex":[0.9959979,0.001861685,0.0004637426,0.000667648,0.0006076002,0.0004014474],"domain_scores_gemma":[0.9842402,0.007951668,0.003603651,0.0008276165,0.001917635,0.001459182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001909241,0.00005003948,0.9950688,0.00001359704,0.00004109217,0.00008591781,0.00007718417,0.0001088514,0.0001254256,0.00002235824,0.0002820632,0.003933786],"study_design_scores_gemma":[0.00007928158,0.000419462,0.9914917,0.00006117467,0.0001023477,0.001206234,0.0005439076,0.004912225,0.0003444893,0.0002282107,0.0005899125,0.00002105703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995294,0.00102137,0.0005355051,0.0002487256,0.00006539671,0.00002783771,0.0002940065,0.00001975673,0.002493365],"genre_scores_gemma":[0.9988074,0.0001339032,0.0005037124,0.00008388835,0.0000607064,0.00001133522,0.0002624562,0.000002460675,0.000134066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004849922,"threshold_uncertainty_score":0.02564919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0746230515670266,"score_gpt":0.3990821206363592,"score_spread":0.3244590690693326,"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."}}