{"id":"W4389346236","doi":"10.1161/circoutcomes.123.010063","title":"Association of Neighborhood-Level Marginalization With Health Care Use and Clinical Outcomes Following Hospital Discharge in Patients Who Underwent Coronary Catheterization for Acute Myocardial Infarction in a Single-Payer Health Care System","year":2023,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Western University; North York General Hospital; Sunnybrook Health Science Centre; Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Myocardial infarction; Socioeconomic status; Hazard ratio; Confidence interval; Health care; Population; Emergency medicine; Internal medicine; Mortality rate; Demography; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.000650015,0.0001834568,0.0002995678,0.0005980885,0.0008832659,0.0008249807,0.0007259159,0.0003444318,0.00109634],"category_scores_gemma":[0.003591773,0.0002213398,0.0004351705,0.00105998,0.000620681,0.0004070563,0.0009958992,0.0006301975,0.00007134012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003391896,"about_ca_system_score_gemma":0.003207788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5359504,"about_ca_topic_score_gemma":0.6073035,"domain_scores_codex":[0.9992674,0.0001380519,0.00006618157,0.000151564,0.0001544207,0.0002223796],"domain_scores_gemma":[0.9976918,0.0002366231,0.001068641,0.000127632,0.000313128,0.0005622159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003119582,0.00001109168,0.999522,0.000003111249,0.00002467181,0.0000114916,0.00007261807,0.00002250635,0.00001801444,0.00001015803,0.00005499864,0.0002181387],"study_design_scores_gemma":[0.000002084309,0.00001230957,0.9995582,0.000004612086,0.000008272803,0.00001652264,0.0001867441,0.0001496391,0.00000671443,0.00001229223,0.00004082149,0.000001792062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992313,0.000124603,0.00003487308,0.00009125553,0.000002211568,0.000006203796,0.0003139602,0.000001426701,0.0001942008],"genre_scores_gemma":[0.9997155,0.00003326172,0.00002183139,0.00001389645,0.000002381016,0.00000277997,0.0001836108,4.756558e-7,0.00002620031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5359504,"threshold_uncertainty_score":0.933565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06550964458471807,"score_gpt":0.3693894757272798,"score_spread":0.3038798311425617,"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."}}