{"id":"W4361297226","doi":"10.1186/s12872-023-03192-0","title":"Ethnic differences in the lifestyle behaviors and premature coronary artery disease: a multi-center study","year":2023,"lang":"en","type":"article","venue":"BMC Cardiovascular Disorders","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Angiology; Medicine; Ethnic group; Cardiac surgery; Coronary artery disease; Internal medicine; Cardiology; Center (category theory); Disease; Gerontology","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":[0.001141859,0.0003587219,0.0003819595,0.0007577156,0.0009960837,0.0006827384,0.0003593257,0.0004844832,0.001428115],"category_scores_gemma":[0.00118515,0.0004276176,0.0006378903,0.001117023,0.0002827982,0.0005257351,0.0005884153,0.0005935042,0.0002574442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003047699,"about_ca_system_score_gemma":0.000358293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003790418,"about_ca_topic_score_gemma":0.005826331,"domain_scores_codex":[0.9993513,0.0002224191,0.00008091742,0.0001282525,0.0001118484,0.0001051946],"domain_scores_gemma":[0.999138,0.0001207263,0.0003285439,0.0001147385,0.0000894034,0.0002085739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006896224,0.00006725502,0.9991828,0.000004525745,0.00004807669,0.00006042136,0.0001585198,0.000009697232,0.00008188328,0.000007817207,0.00003273203,0.000277289],"study_design_scores_gemma":[0.00001357818,0.0001376917,0.9988191,0.000006740153,0.00004169128,0.0002418095,0.0005034995,0.0001029275,0.00002562937,0.000015335,0.00008765439,0.000004378003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996511,0.00006743584,0.00004838354,0.00002194256,0.000002905782,0.00001072178,0.00007302332,8.431554e-7,0.000123739],"genre_scores_gemma":[0.9997013,0.00004704117,0.00007266318,0.00002437447,0.000005827455,0.00001032579,0.0000873862,7.379767e-7,0.00005028122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003790418,"threshold_uncertainty_score":0.007536709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04352774526176096,"score_gpt":0.3263888700117692,"score_spread":0.2828611247500083,"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."}}