{"id":"W4396833741","doi":"10.1038/s41598-024-58370-7","title":"Arthritis is associated with high nutritional risk among older Canadian adults from the Canadian Longitudinal Study on Aging","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; Concordia University","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Government of Canada","keywords":"Medicine; Arthritis; Gerontology; Functional impairment; Body mass index; Psychological intervention; Logistic regression; Activities of daily living; Longitudinal study; Cross-sectional study; Demography; Internal medicine; Physical therapy; Psychiatry; Pathology","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":[0.00116587,0.0004514681,0.0005365269,0.001353327,0.002768799,0.001061495,0.000799488,0.0005529428,0.001750247],"category_scores_gemma":[0.002591887,0.0003228939,0.0008529949,0.002928259,0.0003231496,0.0003081268,0.0007575229,0.0009751432,0.0001726433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008585964,"about_ca_system_score_gemma":0.01350551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9872288,"about_ca_topic_score_gemma":0.9894921,"domain_scores_codex":[0.9992179,0.00006823417,0.00005960192,0.0001182976,0.0003209016,0.0002150734],"domain_scores_gemma":[0.998425,0.00007124983,0.0003096315,0.00006730812,0.0008179696,0.0003090209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008127203,0.00002419829,0.9950151,0.00003001919,0.0001059305,0.00004186978,0.0002401527,0.0000388548,0.0000709767,0.00006449602,0.001082494,0.003204594],"study_design_scores_gemma":[0.000007901402,0.00001319747,0.9987924,0.00002815547,0.00005572741,0.00005028492,0.0002316126,0.0001634529,0.00001750729,0.00002681228,0.0006041984,0.000008792243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852725,0.002791277,0.000222071,0.0008701932,0.00005380702,0.0000591401,0.006827467,0.00001995663,0.003883594],"genre_scores_gemma":[0.9959019,0.0008415981,0.0002579799,0.0001555755,0.00001942471,0.00001718121,0.002191888,0.000004012951,0.0006103701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01277125,"threshold_uncertainty_score":0.06229579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043680850023278,"score_gpt":0.2939394608976587,"score_spread":0.2635026523974259,"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."}}