{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000108113,0.0001269833,0.000384366,0.0001719227,0.00002769223,0.00001780214,0.00003531693,0.00006405932,0.00003538949],"category_scores_gemma":[0.002217617,0.0001005111,0.00006833482,0.0003117913,0.0001017162,0.00008760504,0.00005759292,0.0001709398,0.000004283675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003200162,"about_ca_system_score_gemma":0.0004508079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001748242,"about_ca_topic_score_gemma":0.000167049,"domain_scores_codex":[0.9988976,0.00008919037,0.0002465804,0.0002925133,0.000223806,0.0002503728],"domain_scores_gemma":[0.9983643,0.00108818,0.00002727146,0.0002042367,0.000152707,0.0001633574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007346344,0.00018631,0.99105,0.0003378699,0.00006701907,0.00007841379,0.000606899,0.000005811627,0.005641329,0.00002838124,0.001138805,0.0001245125],"study_design_scores_gemma":[0.00162498,0.0001470902,0.9958504,0.0003019635,0.00004992955,0.00004609512,0.0001487263,0.0003077715,0.0007705659,0.0003241843,0.0003354668,0.00009278252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879228,0.001709526,0.00001201603,0.009291044,0.00004731742,0.0009428518,0.00005027797,0.00001272402,0.00001142496],"genre_scores_gemma":[0.9943634,0.0007522794,0.00028296,0.004167215,0.00004996817,0.0002298753,0.0000289435,0.00001785451,0.0001075379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006440547,"threshold_uncertainty_score":0.4098722,"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."}}