{"id":"W4416754033","doi":"10.1016/j.puhe.2025.106063","title":"A sedentary behaviour threshold for multimorbidity in older adults: Analyses from the Canadian health measures survey","year":2025,"lang":"en","type":"article","venue":"Public Health","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Canada Foundation for Innovation; Fonds de recherche du Québec; Michael Smith Health Research BC; Health Research","keywords":"Multimorbidity; Comorbidity; MEDLINE; Cross-sectional study; Public health; Physical activity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003652381,0.0009350583,0.001384829,0.002700285,0.002432141,0.002278513,0.003167019,0.001543418,0.001422217],"category_scores_gemma":[0.00865467,0.0009617273,0.003519038,0.005849239,0.0006089923,0.001055487,0.002086112,0.002139454,0.0002109162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01366045,"about_ca_system_score_gemma":0.02325406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9823492,"about_ca_topic_score_gemma":0.9881845,"domain_scores_codex":[0.9969945,0.0003743272,0.000336288,0.0003962027,0.001202921,0.0006959117],"domain_scores_gemma":[0.9958091,0.0003928586,0.0007985262,0.0002127904,0.00197455,0.000812243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001300319,0.00005318158,0.9958283,0.00005207037,0.0002505733,0.0000231453,0.0002307038,0.0001254606,0.00004833966,0.0001245267,0.001565125,0.001568669],"study_design_scores_gemma":[0.000006502687,0.000009024548,0.9993122,0.00001642177,0.00005757923,0.000006740671,0.0001959321,0.0001739578,0.000008886145,0.00002151818,0.0001851492,0.000006081244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660571,0.002244706,0.0005389842,0.0007396469,0.00006102172,0.0002652987,0.02713968,0.00004213176,0.002911422],"genre_scores_gemma":[0.986034,0.0006012453,0.0007104066,0.0001972755,0.00002228754,0.0001405327,0.01171656,0.00001868726,0.0005590664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01765078,"threshold_uncertainty_score":0.09911394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.253373687048656,"score_gpt":0.4518206475268438,"score_spread":0.1984469604781878,"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."}}