{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004627941,0.0002894615,0.0003926597,0.0004561461,0.0002693944,0.0006450078,0.0003646714,0.000817761,0.001585989],"category_scores_gemma":[0.005427682,0.0003355607,0.0006363762,0.0004534684,0.0002079267,0.0002950708,0.0002689096,0.001243164,0.0000995214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003163431,"about_ca_system_score_gemma":0.0004691046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007484416,"about_ca_topic_score_gemma":0.01063186,"domain_scores_codex":[0.9994261,0.0001929829,0.00006751113,0.00009336013,0.00009185226,0.000128202],"domain_scores_gemma":[0.9964911,0.001216611,0.001367013,0.000171723,0.0001949424,0.0005585705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003925254,0.0001594227,0.9970767,0.0000105041,0.0001646622,0.00007651145,0.00001992271,0.00006461752,0.0001321732,0.00002005332,0.0001970181,0.001685687],"study_design_scores_gemma":[0.00001894944,0.00008387462,0.9992374,0.000004224889,0.00007154956,0.0001082566,0.00003165707,0.0003603346,0.00002540515,0.00002211751,0.00003356385,0.000002589418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987823,0.0003307365,0.00004895543,0.0002086405,0.00002479011,0.000003934893,0.0001316545,0.000006195299,0.0004628361],"genre_scores_gemma":[0.9994903,0.000106959,0.00007626406,0.00005318041,0.00005731619,0.000003443224,0.0001175663,0.000001613219,0.00009345967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007484416,"threshold_uncertainty_score":0.01488167,"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."}}