{"id":"W4295598582","doi":"10.1016/j.jacc.2022.08.135","title":"TCT-112 Predicting In-Hospital Acute Myocardial Infarction in Chronic Total Occlusion Percutaneous Coronary Intervention: The PROGRESS-CTO Acute Myocardial Infarction Score","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital","funders":"","keywords":"Medicine; Percutaneous coronary intervention; Myocardial infarction; Cardiology; Internal medicine; Coronary occlusion","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":[0.001036459,0.001432162,0.001222384,0.001771478,0.0004165972,0.001825845,0.0006839018,0.001065506,0.002238092],"category_scores_gemma":[0.002833737,0.0003368797,0.001361043,0.0009757116,0.0004356565,0.0009276148,0.001226723,0.001266148,0.0006776481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004624087,"about_ca_system_score_gemma":0.0005842377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002533542,"about_ca_topic_score_gemma":0.003933426,"domain_scores_codex":[0.9994131,0.0001208313,0.00008723887,0.0001026955,0.0001950451,0.0000810739],"domain_scores_gemma":[0.9986504,0.000202696,0.0004951166,0.00006315658,0.0002614205,0.0003272715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009584745,0.000161962,0.990974,0.00005503489,0.0004390198,0.00007176862,0.00002588618,0.0003349147,0.0003417965,0.00009288851,0.001101185,0.005443069],"study_design_scores_gemma":[0.0001878084,0.0004236494,0.9936522,0.00003830029,0.0008257852,0.0004244868,0.0001147467,0.002603546,0.000227734,0.0002444168,0.001233858,0.00002340612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864178,0.001421927,0.0005359171,0.0004685054,0.0001223031,0.0001413336,0.003249961,0.00007447759,0.007567758],"genre_scores_gemma":[0.9890057,0.0007397881,0.001307521,0.0001428846,0.0002659539,0.0001313941,0.006418585,0.00002086609,0.001967262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002533542,"threshold_uncertainty_score":0.007487178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007263501429286674,"score_gpt":0.2690522479346284,"score_spread":0.2617887465053417,"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."}}