{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002645481,0.0003545793,0.000791894,0.001951716,0.0002994707,0.0006143337,0.0005160624,0.0003972595,0.002215493],"category_scores_gemma":[0.003553102,0.000220431,0.001730973,0.002883271,0.0002029469,0.0004907465,0.0008071839,0.0005229735,0.0003558173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002577684,"about_ca_system_score_gemma":0.0004425025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006080974,"about_ca_topic_score_gemma":0.005499285,"domain_scores_codex":[0.9984982,0.0005267632,0.0002238139,0.0002626881,0.0003231661,0.000165459],"domain_scores_gemma":[0.9969901,0.0007212996,0.001255309,0.0003389244,0.0003337299,0.0003606355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002526393,0.0000191691,0.9979684,0.00002632248,0.0002859433,0.00003528112,0.00002468466,0.00009102744,0.00005712166,0.00001950662,0.0004399481,0.0007800628],"study_design_scores_gemma":[0.00002377009,0.00006231439,0.9991202,0.000007880639,0.0001108061,0.00007165341,0.0000587517,0.000237534,0.00001639108,0.00002398858,0.0002630035,0.000003778678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983461,0.0007440559,0.0002645986,0.00008447584,0.00001669835,0.00003842212,0.01461236,0.00001366207,0.0007646892],"genre_scores_gemma":[0.9868319,0.0002186069,0.0001933529,0.00005074884,0.00003681434,0.00008962047,0.01228657,0.00001030315,0.0002820578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006080974,"threshold_uncertainty_score":0.01399082,"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."}}