{"id":"W4407390282","doi":"10.1177/10519815241303341","title":"Impacts of arthritis on work performance, functioning and activities of daily living using the Canadian community health survey","year":2025,"lang":"en","type":"article","venue":"Work","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; University Health Network; Laurentian University; University of Toronto","funders":"","keywords":"Arthritis; Multinomial logistic regression; Medicine; Logistic regression; Activities of daily living; Gerontology; Bivariate analysis; Work (physics); Physical therapy; Demography; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001623727,0.0004929935,0.0004278116,0.003333743,0.002477168,0.001216715,0.00121587,0.0003073133,0.001896075],"category_scores_gemma":[0.005295881,0.0002431895,0.001019036,0.007021839,0.000523584,0.0004223291,0.001340191,0.0007884526,0.0002534969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0157363,"about_ca_system_score_gemma":0.03256427,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9945976,"about_ca_topic_score_gemma":0.9966429,"domain_scores_codex":[0.9974551,0.0001798958,0.0001958954,0.0002025379,0.00149363,0.0004730803],"domain_scores_gemma":[0.9970074,0.0001484824,0.0005514718,0.00009923998,0.001619745,0.0005736226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004285497,0.0000310638,0.9839987,0.0002527475,0.0001375768,0.00004886575,0.0006916524,0.0001604797,0.00008864525,0.0001330565,0.005173779,0.009240467],"study_design_scores_gemma":[0.000003155391,0.00001124013,0.9975129,0.00008708987,0.00002943099,0.00002257783,0.0006781133,0.0001028963,0.00002273737,0.00001872881,0.001500322,0.00001070404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8881191,0.004273852,0.0006262756,0.001730504,0.00009414758,0.0004772561,0.08947026,0.00005768621,0.01515088],"genre_scores_gemma":[0.9783362,0.00221284,0.0008817049,0.0002210321,0.00002033752,0.0001595118,0.0169586,0.000009369521,0.001200479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0157363,"threshold_uncertainty_score":0.1141754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02389979173306313,"score_gpt":0.2918174707793882,"score_spread":0.2679176790463251,"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."}}