{"id":"W2774518517","doi":"10.1111/jgs.15215","title":"Utility of a Precision Medicine Test in Elderly Adults with Symptoms Suggestive of Coronary Artery Disease","year":2017,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"American Society for Gastrointestinal Endoscopy","keywords":"Medicine; Mace; Coronary artery disease; Referral; Internal medicine; Incidence (geometry); Odds ratio; Revascularization; Myocardial infarction; Physical therapy; Emergency medicine; Cardiology; Family medicine; Percutaneous coronary intervention","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":[0.004047755,0.0004857928,0.001057702,0.001005039,0.0003340645,0.001071491,0.0004050479,0.0009215316,0.0009414621],"category_scores_gemma":[0.0111042,0.0002258464,0.0008526804,0.001188832,0.0003102639,0.0004575793,0.0004819875,0.000459667,0.0001799142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003936281,"about_ca_system_score_gemma":0.0005313263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001135994,"about_ca_topic_score_gemma":0.001737691,"domain_scores_codex":[0.9967801,0.001549335,0.0004149768,0.0005851192,0.0005511959,0.0001193307],"domain_scores_gemma":[0.9919511,0.003103806,0.003633199,0.0003067061,0.0006520034,0.0003531344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005590272,0.0002208271,0.9775231,0.000252203,0.0007338634,0.000100239,0.00007343343,0.000318315,0.0004844753,0.00007949222,0.0007173546,0.01390639],"study_design_scores_gemma":[0.001026406,0.003825017,0.9887978,0.0001770722,0.001101015,0.000592244,0.000116835,0.002392685,0.0006420918,0.0003428193,0.0009582065,0.0000277479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904774,0.004709833,0.000874734,0.0004385747,0.00005249069,0.0001264466,0.001144777,0.00003525531,0.002140352],"genre_scores_gemma":[0.9975146,0.0003871064,0.00124395,0.000236877,0.00004302154,0.00005076317,0.0004153129,0.000001931537,0.0001062861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004047755,"threshold_uncertainty_score":0.02140683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534384685745984,"score_gpt":0.3080961640690875,"score_spread":0.2927523172116276,"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."}}