{"id":"W2754208446","doi":"10.1097/rti.0000000000000297","title":"Appropriate Use Criteria for Cardiac Computed Tomography","year":2017,"lang":"en","type":"article","venue":"Journal of Thoracic Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Appropriate Use Criteria; Revascularization; Myocardial infarction; Hazard ratio; Clinical endpoint; Emergency medicine; Internal medicine; Intensive care medicine; Radiology; Cardiology; Clinical trial; Confidence interval","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":[0.01068019,0.0007275552,0.0008902967,0.004678988,0.000817558,0.002194244,0.00180694,0.001307849,0.004235343],"category_scores_gemma":[0.08696315,0.0002169191,0.001004445,0.004750454,0.001309262,0.001129198,0.001878789,0.001564927,0.001202701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127892,"about_ca_system_score_gemma":0.004017003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004696676,"about_ca_topic_score_gemma":0.004058636,"domain_scores_codex":[0.9751195,0.008295343,0.006486762,0.001102386,0.007950257,0.001045773],"domain_scores_gemma":[0.9176612,0.03177831,0.0255091,0.0044016,0.01776499,0.002884815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006104691,0.0001083931,0.9150819,0.0005947453,0.0001634689,0.001556123,0.0005051772,0.001292278,0.0009910782,0.008302907,0.01980238,0.05099102],"study_design_scores_gemma":[0.0003019441,0.0006019002,0.8101752,0.002463706,0.0004829692,0.02412983,0.001550511,0.01818102,0.003078332,0.03339639,0.1054447,0.0001934974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6313395,0.04000438,0.151568,0.02851564,0.00301822,0.004611902,0.02543667,0.001076662,0.1144291],"genre_scores_gemma":[0.943509,0.001890977,0.04144886,0.00245637,0.0008712884,0.001061084,0.007136379,0.0001795849,0.001446344],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01068019,"threshold_uncertainty_score":0.05648291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03592576943959052,"score_gpt":0.3762146200929023,"score_spread":0.3402888506533118,"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."}}