{"id":"W4380794036","doi":"10.1161/circ.146.suppl_1.12164","title":"Abstract 12164: Gendered Social Determinants of Health and Risk of Major Adverse Outcomes in Atrial Fibrillation: An Analysis From the ESC-EHRA Eurobservational Research Programme in Atrial Fibrillation General Long-Term Registry","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Public Health and Social Inequalities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Alberta; Sunnybrook Health Science Centre; McGill University","funders":"","keywords":"Medicine; Atrial fibrillation; Demography; Quality of life (healthcare); Multivariate analysis; Adverse effect; Social determinants of health; Gerontology; Internal medicine; Public health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007069615,0.0001030031,0.0004272512,0.0003038003,0.001024403,0.00005318575,0.0001802115,0.000136284,0.00007051821],"category_scores_gemma":[0.00126088,0.0001044134,0.0002129641,0.001296715,0.0002340515,0.0003792926,0.00006270836,0.0002419511,3.224731e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004826324,"about_ca_system_score_gemma":0.001389994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09318352,"about_ca_topic_score_gemma":0.0449207,"domain_scores_codex":[0.9940378,0.003216918,0.000986876,0.0003022564,0.001065403,0.0003907304],"domain_scores_gemma":[0.997842,0.0008804459,0.0007928535,0.0001758324,0.0002061862,0.0001027378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001264621,0.00001451013,0.9532362,0.00002392756,0.00005758927,8.292736e-7,0.03027014,0.003896669,0.000003457643,0.0009952092,0.000003876192,0.01137114],"study_design_scores_gemma":[0.0008997445,0.00003424454,0.9834021,0.000007106391,0.00003314274,1.042527e-7,0.01085265,0.003176072,4.248773e-7,0.001446415,0.00006041185,0.00008755699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997463,0.0002715574,0.00002675442,0.001085235,0.0001823482,0.0007038056,0.0002241936,0.0000145066,0.00002857653],"genre_scores_gemma":[0.9983228,0.00008127179,0.00007436558,0.00001967062,0.0009896995,0.00000779771,0.0004830433,0.000008887675,0.00001246982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04826281,"threshold_uncertainty_score":0.972507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2221074680195344,"score_gpt":0.4423200746535914,"score_spread":0.220212606634057,"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."}}