{"id":"W3165451971","doi":"10.1136/heartjnl-2021-318988","title":"Gender differences in use of invasive diagnostic and therapeutic procedures for acute ischaemic heart disease in Chinese adults","year":2021,"lang":"en","type":"article","venue":"Heart","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Centers for Disease Control and Prevention; Chinese Center for Disease Control and Prevention; National Natural Science Foundation of China; University of Oxford; Kadoorie Charitable Foundation; Chinese Academy of Medical Sciences; National Institute for Health and Care Research; Wellcome Trust; British Heart Foundation; Cancer Research UK; Wellcome","keywords":"Medicine; Myocardial infarction; Internal medicine; Ischaemic heart disease; Angina; Unstable angina; Socioeconomic status; Canadian Cardiovascular Society; Cardiology; Poisson regression; Disease; Coronary artery disease; Epidemiology; Population; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006260217,0.0002456045,0.0001857602,0.0005554392,0.0002732114,0.0002869107,0.0002218487,0.0002269492,0.00183751],"category_scores_gemma":[0.001520687,0.0001325312,0.0003356058,0.0005914104,0.0002413326,0.0003008256,0.0002688266,0.0002084645,0.0001853245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004082731,"about_ca_system_score_gemma":0.0004000877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02116897,"about_ca_topic_score_gemma":0.02223758,"domain_scores_codex":[0.9997113,0.00004268335,0.00003894117,0.00007291054,0.00006332059,0.00007083958],"domain_scores_gemma":[0.9994107,0.00006369796,0.0003160981,0.00003745374,0.00007011081,0.000102011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000871545,0.00001746946,0.997314,0.00001908008,0.00005686855,0.00008084585,0.0002656051,0.00002233689,0.0002524828,0.00005179338,0.0001639118,0.001668368],"study_design_scores_gemma":[0.000003445761,0.00002581099,0.999536,0.000005340401,0.00001570884,0.00006201964,0.0001375395,0.00005999129,0.00002804584,0.00001904699,0.0001048793,0.000002190225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981529,0.0004808761,0.00004808832,0.0001164713,0.00001410273,0.000007427745,0.0003860388,0.000002345009,0.0007917079],"genre_scores_gemma":[0.9992359,0.000163981,0.00003289914,0.00007108566,0.00001213926,0.00000518792,0.0002209676,8.991487e-7,0.0002570763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02116897,"threshold_uncertainty_score":0.04209155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05069616773936141,"score_gpt":0.3481765043534036,"score_spread":0.2974803366140422,"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."}}