{"id":"W2011668714","doi":"10.1016/j.jacc.2013.04.040","title":"Associations Between Routine Coronary Computed Tomographic Angiography and Reduced Unnecessary Hospital Admissions, Length of Stay, Recidivism Rates, and Invasive Coronary Angiography in the Emergency Department Triage of Chest Pain","year":2013,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"Heart and Stroke Foundation; University of Toronto","funders":"Siemens","keywords":"Medicine; Emergency department; Chest pain; Triage; Myocardial infarction; Odds ratio; Confidence interval; Revascularization; Emergency medicine; Retrospective cohort study; Cardiology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001516163,0.0001866763,0.001297636,0.0005413287,0.00006959034,0.00000360521,0.0002131994,0.00007440507,0.000003864191],"category_scores_gemma":[0.001223143,0.0001200413,0.0009281686,0.001291852,0.0005791566,0.00006861179,0.0001017926,0.0002917191,5.337531e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000255776,"about_ca_system_score_gemma":0.0001909477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001180169,"about_ca_topic_score_gemma":0.000005328546,"domain_scores_codex":[0.9970614,0.001287548,0.0009401706,0.0001646687,0.0003296282,0.0002166401],"domain_scores_gemma":[0.9954935,0.002209996,0.001444043,0.0002959598,0.0004125144,0.0001439399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001573369,0.0001540143,0.9863037,0.00003175553,0.00171682,0.00004713886,0.0001678161,0.00001747729,0.0005078156,0.00001818089,0.009774446,0.001103537],"study_design_scores_gemma":[0.001628612,0.002204122,0.9926924,0.000150324,0.000952154,0.0001653105,0.001494709,0.000007196027,0.0001241748,0.0003764624,0.00009795435,0.000106553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869001,0.007761002,0.00005109538,0.003929093,0.0001748696,0.0006350636,0.0004882541,0.00000481079,0.00005574378],"genre_scores_gemma":[0.996517,0.002572616,0.0006076951,0.0001257999,0.000120205,0.00001064253,0.00002860918,0.00001456529,0.000002885814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009676492,"threshold_uncertainty_score":0.4895142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291477469805999,"score_gpt":0.2611939372021768,"score_spread":0.2482791625041168,"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."}}