{"id":"W4386084849","doi":"10.1001/jamacardio.2023.2614","title":"Deferred Testing in Stable Outpatients With Suspected Coronary Artery Disease","year":2023,"lang":"en","type":"article","venue":"JAMA Cardiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Randomization; Coronary artery disease; Randomized controlled trial; Stress testing (software); Myocardial infarction; Clinical endpoint; Pre- and post-test probability; Internal medicine; Physical therapy; Emergency medicine; Surgery; Cardiology","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":[0.003908646,0.0003989786,0.001041201,0.0002502066,0.0002776763,0.0005351764,0.0004257123,0.001142153,0.002220046],"category_scores_gemma":[0.01150512,0.0002041884,0.001152683,0.000232458,0.0005554365,0.0004738983,0.0003835871,0.001056121,0.0001578824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003999984,"about_ca_system_score_gemma":0.001034812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001308348,"about_ca_topic_score_gemma":0.00195315,"domain_scores_codex":[0.9972269,0.001968928,0.0002296958,0.0002025291,0.000237707,0.0001341762],"domain_scores_gemma":[0.9958174,0.002069436,0.001261915,0.0001437893,0.0001375033,0.0005700765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5393674,0.01295203,0.1091322,0.007463149,0.004466513,0.0003930836,0.0008281616,0.001805985,0.003329299,0.001449821,0.00456658,0.3142457],"study_design_scores_gemma":[0.5026159,0.2694133,0.198679,0.004582422,0.006462448,0.0006700674,0.0007326737,0.005587276,0.001476026,0.003648784,0.006037967,0.00009398807],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736337,0.01793413,0.001219993,0.003221988,0.000396008,0.001116177,0.0001963698,0.00004441333,0.002237193],"genre_scores_gemma":[0.99643,0.001261452,0.0008405024,0.0008345412,0.000167205,0.0002811445,0.00007185048,0.000001613734,0.0001116068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003908646,"threshold_uncertainty_score":0.02067119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02647120285521887,"score_gpt":0.2622713463636375,"score_spread":0.2358001435084186,"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."}}