{"id":"W1594379761","doi":"10.1161/circ.130.suppl_2.19018","title":"Abstract 19018: Variation in Treatment and Outcomes in ACS: Insights from the Alberta Contemporary Acute Coronary Syndrome Patients Invasive Treatment Strategy (COAPT) Study","year":2014,"lang":"en","type":"article","venue":"Circulation","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Conventional PCI; Revascularization; Percutaneous coronary intervention; Acute coronary syndrome; Cohort; Internal medicine; Coronary artery disease; Cardiology; Bypass grafting; Emergency medicine; Artery; Myocardial infarction","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":[0.002697259,0.0003614336,0.0003490226,0.00109711,0.001008712,0.001400843,0.001657648,0.0006774366,0.001134622],"category_scores_gemma":[0.005189112,0.0002573485,0.0005691485,0.003063993,0.0006790305,0.00033915,0.001182897,0.0008400973,0.0001438456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004977223,"about_ca_system_score_gemma":0.005603829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8052273,"about_ca_topic_score_gemma":0.8042428,"domain_scores_codex":[0.9984597,0.0005657592,0.0000762403,0.0002283671,0.0003999876,0.0002698966],"domain_scores_gemma":[0.9957591,0.0007107588,0.001182524,0.0004400182,0.0008922444,0.00101532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008473765,0.00004582978,0.9971976,0.000006852333,0.00008697752,0.00004318155,0.0001943873,0.0001200866,0.0000309362,0.00007900173,0.0007619821,0.001348338],"study_design_scores_gemma":[0.000009237495,0.00001665469,0.9991055,0.000007035844,0.00002765988,0.00002224845,0.0001627406,0.000354665,0.000007249576,0.00003299161,0.0002506773,0.000003326202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955339,0.0004187376,0.0001543254,0.000506397,0.00001367771,0.00003597067,0.002218317,0.000007517575,0.001111211],"genre_scores_gemma":[0.9969776,0.0001602373,0.0002120548,0.0001797048,0.00002675221,0.00001879926,0.002120808,0.00000490495,0.0002990968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8052273,"threshold_uncertainty_score":0.3918394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04406599888248444,"score_gpt":0.3040920989168127,"score_spread":0.2600261000343282,"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."}}