{"id":"W2050432967","doi":"10.1016/j.jamda.2014.08.017","title":"Physical Frailty Predicts Incident Depressive Symptoms in Elderly People: Prospective Findings From the Obu Study of Health Promotion for the Elderly","year":2014,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver Coastal Health","funders":"National Center for Geriatrics and Gerontology","keywords":"Medicine; Geriatric Depression Scale; Depression (economics); Odds ratio; Confidence interval; Prospective cohort study; Gerontology; Depressive symptoms; Mental health; Geriatrics; Mini–Mental State Examination; Physical therapy; Psychiatry; Cognition; Internal medicine; Cognitive impairment","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001242635,0.0005409822,0.0006309905,0.0007968458,0.000987983,0.001260603,0.0004749817,0.0009454348,0.0009858105],"category_scores_gemma":[0.002718529,0.0006754362,0.001159236,0.001348704,0.0003226001,0.0006838595,0.001014309,0.001459363,0.0001767595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003350488,"about_ca_system_score_gemma":0.0005684133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0283528,"about_ca_topic_score_gemma":0.04195791,"domain_scores_codex":[0.9995797,0.0001426051,0.00005522161,0.0000691739,0.00006261344,0.00009082026],"domain_scores_gemma":[0.9984971,0.0001990173,0.0004946981,0.000143486,0.0001792001,0.0004864666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001075473,0.00007391309,0.9991578,0.000004482558,0.00008132053,0.000019152,0.00007137232,0.000009563673,0.00003806746,0.000006049061,0.00005165466,0.000379166],"study_design_scores_gemma":[0.000008602052,0.00005047782,0.9996374,0.000004014926,0.00005237707,0.00002090627,0.0001368596,0.00003489824,0.00000788144,0.000007329788,0.00003747331,0.000001846157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989368,0.0003977397,0.00003606041,0.00006141764,0.00001334869,0.000008111223,0.0002995677,0.000001361825,0.0002457137],"genre_scores_gemma":[0.9990367,0.0002943071,0.00003976228,0.00004876373,0.0000216072,0.000009652038,0.0003540703,0.000001369573,0.0001938262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0283528,"threshold_uncertainty_score":0.0563755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241915818517783,"score_gpt":0.3053199868445086,"score_spread":0.2929008286593308,"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."}}