{"id":"W4412161144","doi":"10.1177/26335565251356668","title":"Sex differences in functioning and disability among adults with cardiometabolic multimorbidity using Canadian longitudinal study on aging data: A cross-sectional study","year":2025,"lang":"en","type":"article","venue":"Journal of Multimorbidity and Comorbidity","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Cross-sectional study; Multimorbidity; Longitudinal study; Longitudinal data; Gerontology; Medicine; Depressive symptoms; Comorbidity; Psychology; Demography; Psychiatry; Cognition; Sociology","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":[0.001944579,0.0003615484,0.0008952568,0.0005655357,0.0004579608,0.0003065717,0.0002884034,0.00009478805,0.00004455771],"category_scores_gemma":[0.0003015356,0.0002916481,0.00008354602,0.0005675646,0.0004866743,0.0007063775,0.0002866965,0.0008296444,5.430381e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004817034,"about_ca_system_score_gemma":0.0005160805,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1633736,"about_ca_topic_score_gemma":0.1784407,"domain_scores_codex":[0.9970045,0.0003584475,0.0007828134,0.0007362709,0.0007069596,0.0004110043],"domain_scores_gemma":[0.9981769,0.0002621211,0.0003266128,0.0006469115,0.000225521,0.0003619304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007974313,0.002178907,0.9942811,0.0001657186,0.0004982637,0.0003970427,0.0005317802,0.0002860904,0.000004111399,0.000008250317,0.00002397132,0.0008273697],"study_design_scores_gemma":[0.007872343,0.0008410779,0.9786128,0.0003087854,0.0004782565,0.0000654685,0.006432303,0.005114345,0.00000358116,0.0000179462,0.00001901,0.0002341293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976531,0.0001843771,0.000118546,0.00008394777,0.0005060484,0.001183349,0.00005960229,0.00002363578,0.0001873642],"genre_scores_gemma":[0.9994455,0.00005648943,0.000129027,0.00002870009,0.000264086,0.00001368827,0.00001839134,0.00001558046,0.00002852765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01566831,"threshold_uncertainty_score":0.9999536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1666195348235205,"score_gpt":0.3961117057328429,"score_spread":0.2294921709093224,"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."}}