{"id":"W2021241645","doi":"10.1111/j.1525-1497.2004.30131.x","title":"Race and patient refusal of invasive cardiac procedures","year":2004,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Angioplasty; Cardiac catheterization; Angiography; Ejection fraction; Veterans Affairs; Coronary angiography; Canadian Cardiovascular Society; Cohort; Bypass surgery; Internal medicine; Surgery; Artery; Heart failure; Myocardial infarction; Angina","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":[0.0003255455,0.0001388714,0.0005593584,0.0002209631,0.0001435298,0.000002416956,0.0002882202,0.0001081006,0.0000688112],"category_scores_gemma":[0.002002871,0.00009458049,0.00007237821,0.0001339065,0.0001797576,0.0001432864,0.0001567532,0.0007993539,0.000004723212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002394335,"about_ca_system_score_gemma":0.0007119738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091698,"about_ca_topic_score_gemma":0.0001334296,"domain_scores_codex":[0.9973005,0.0004089377,0.001442583,0.0001194725,0.0004950468,0.0002334509],"domain_scores_gemma":[0.9963098,0.0004402442,0.001632168,0.0002636249,0.001097061,0.0002570718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003859955,0.000534211,0.4122179,0.004129149,0.0009253874,0.000176449,0.2606075,0.0003916249,0.1579299,0.008228403,0.132528,0.01847157],"study_design_scores_gemma":[0.03672092,0.03654783,0.3932607,0.0802249,0.0009121692,0.001141288,0.2220922,0.0001252201,0.07556529,0.03098,0.1208923,0.001537195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642636,0.01468849,0.0000650463,0.01706943,0.001927734,0.0003614358,0.000009257657,0.000008878066,0.001606135],"genre_scores_gemma":[0.9924123,0.002175442,0.002307826,0.001978007,0.0007778814,0.00001440322,0.000002478314,0.00001797735,0.0003136339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0823646,"threshold_uncertainty_score":0.385688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.105497214939085,"score_gpt":0.4199498664480861,"score_spread":0.314452651509001,"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."}}