{"id":"W2134222998","doi":"10.1503/cmaj.141372","title":"Determinants of variations in initial treatment strategies for stable ischemic heart disease","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Stroke Network; Health Sciences Centre; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Revascularization; Medicine; Internal medicine; Logistic regression; Proportional hazards model; Cardiology; Emergency medicine; Disease; Angina; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.000952955,0.0001506438,0.0001820629,0.00058776,0.0004670428,0.0005348562,0.0006490053,0.0003370641,0.0008816977],"category_scores_gemma":[0.006896104,0.0001398245,0.0002691864,0.0008901826,0.000450814,0.0001784676,0.0004098118,0.000396617,0.00008292117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00387204,"about_ca_system_score_gemma":0.003584091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3132964,"about_ca_topic_score_gemma":0.39805,"domain_scores_codex":[0.9985951,0.0002958756,0.0001446137,0.00028116,0.0003641943,0.0003190674],"domain_scores_gemma":[0.9950644,0.001014796,0.002345572,0.0001649095,0.0005698753,0.000840367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003227337,0.00001939949,0.9976554,0.000008493974,0.00002739418,0.00005082468,0.0001400279,0.000124381,0.0001648458,0.00002699062,0.0001185451,0.00163137],"study_design_scores_gemma":[0.000002605864,0.00001558748,0.9994413,0.00000495782,0.000005828151,0.00005223272,0.0001447985,0.0001979475,0.000030576,0.00001308,0.00008918781,0.000001877138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985335,0.0002209724,0.0001600806,0.0002727146,0.000003398348,0.0000162354,0.0003009273,0.000005263062,0.000486851],"genre_scores_gemma":[0.9997481,0.00003908399,0.0000493822,0.00001497396,0.000002148158,0.000002851639,0.0001130011,0.000001083329,0.00002937558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3132964,"threshold_uncertainty_score":0.6229457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02412407809261122,"score_gpt":0.318158180669057,"score_spread":0.2940341025764458,"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."}}