{"id":"W1551029662","doi":"10.1002/gps.3866","title":"Depressive symptoms and frailty","year":2012,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Frailty in Older Adults","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health; University of Waterloo; University of Manitoba","funders":"Health Canada","keywords":"Odds ratio; Marital status; Confounding; Affect (linguistics); Center for Epidemiologic Studies Depression Scale; Depression (economics); Medicine; Confidence interval; Population; Gerontology; Depressive symptoms; Psychology; Demography; Psychiatry; Internal medicine; Anxiety","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000634892,0.0001936665,0.000331545,0.0005454874,0.0002396647,0.0003892946,0.0001525757,0.0002214641,0.001515404],"category_scores_gemma":[0.00385751,0.0001008024,0.0002475619,0.0004460559,0.0002803288,0.0001828571,0.0004174057,0.0004925128,0.00009840653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003417802,"about_ca_system_score_gemma":0.000297911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003660034,"about_ca_topic_score_gemma":0.003948811,"domain_scores_codex":[0.9996619,0.0001166057,0.00003509886,0.00004582323,0.00007771635,0.00006284389],"domain_scores_gemma":[0.998091,0.0003272202,0.0009020091,0.00004395305,0.0001821823,0.0004536162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001187783,0.00005651103,0.9854056,0.0001185065,0.0002104511,0.0001906996,0.0001852929,0.00009862082,0.0001778296,0.0001173873,0.0005506748,0.01276967],"study_design_scores_gemma":[0.000005363369,0.00006159595,0.9990596,0.00004274161,0.00002566154,0.0002822733,0.00004099823,0.00005632474,0.00001774415,0.0001249783,0.0002801806,0.000002531356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893278,0.007637524,0.0001410977,0.0006686941,0.00002573835,0.00001827242,0.00039223,0.000005134441,0.001783411],"genre_scores_gemma":[0.9985322,0.001081945,0.00004812797,0.00005972164,0.00001994401,0.000004698501,0.000143432,5.142272e-7,0.0001094301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003660034,"threshold_uncertainty_score":0.007277429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233626915160128,"score_gpt":0.3003945948225917,"score_spread":0.2880583256709904,"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."}}