{"id":"W4319036034","doi":"10.3389/fpubh.2023.1090541","title":"Sex and gender aspects in diabetes mellitus: Focus on access to health care and cardiovascular outcomes","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; McGill University Health Centre; Heart and Stroke Foundation; Alberta Health Services; Alberta Health; University of Alberta","funders":"Canadian Institutes of Health Research; Austrian Science Fund; Vetenskapsrådet; “la Caixa” Foundation","keywords":"Medicine; Diabetes mellitus; Demography; Cohort; Respondent; Health care; Gerontology; Cohort study; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002597772,0.0002775404,0.001187883,0.001268054,0.0001604545,0.0000832246,0.0001684081,0.0001562739,0.000005255751],"category_scores_gemma":[0.00032469,0.0002537379,0.00008351356,0.001281446,0.00005802715,0.0001594121,0.0001442685,0.0004620359,0.000005196252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007316931,"about_ca_system_score_gemma":0.001097276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001354475,"about_ca_topic_score_gemma":0.0004301135,"domain_scores_codex":[0.9962134,0.0004880972,0.0005795789,0.0008966136,0.0005797436,0.001242518],"domain_scores_gemma":[0.9980143,0.0001251674,0.00006855973,0.0006828026,0.0000622545,0.001046898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001259451,0.00003333573,0.6275981,0.001105272,0.00009477729,0.00002617227,0.01187628,0.00001097172,8.28232e-8,0.0001373772,0.01251735,0.3465877],"study_design_scores_gemma":[0.001787468,0.0006246062,0.9471462,0.0001509499,0.000008436777,0.000006008167,0.01624122,0.000136627,0.000005738209,0.001314511,0.03234056,0.0002376201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7766159,0.07159622,0.0003114258,0.1445686,0.001633504,0.003343731,0.00007616659,0.0002826224,0.001571862],"genre_scores_gemma":[0.9767822,0.005736938,0.001253221,0.01580101,0.0001286579,0.0001442907,0.0000614274,0.00005116149,0.00004111875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.34635,"threshold_uncertainty_score":0.9999915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08869745613132198,"score_gpt":0.3578163851770791,"score_spread":0.2691189290457571,"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."}}