{"id":"W2138946592","doi":"10.3138/8774-758w-702q-2531","title":"Psychiatric Illness in Relation to Frailty in Community-Dwelling Elderly People without Dementia: A Report from the Canadian Study of Health and Aging","year":2007,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Dementia; Psychiatry; Mental illness; Depression (economics); Odds; Medicine; Odds ratio; Frailty Index; Comorbidity; Gerontology; Mental health; Logistic regression; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005396508,0.0002862891,0.0006096231,0.001593722,0.0009475296,0.0001086456,0.0003201036,0.0001058949,0.00003750221],"category_scores_gemma":[0.0007283939,0.0002715743,0.00005745971,0.00114328,0.00005156456,0.00011689,0.0000255291,0.001505469,0.000001775369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003325918,"about_ca_system_score_gemma":0.0022779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9805767,"about_ca_topic_score_gemma":0.9998935,"domain_scores_codex":[0.9964974,0.000571485,0.001283073,0.0003722805,0.0002462187,0.001029529],"domain_scores_gemma":[0.9960403,0.0003200588,0.000432493,0.0006192218,0.0002020814,0.002385815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002417065,0.0001039952,0.8909194,0.00006152681,0.00008673736,0.001389599,0.09376545,0.0006998598,0.00000699951,0.00004419418,0.0003190193,0.01257906],"study_design_scores_gemma":[0.001905776,0.0006307632,0.9432142,0.001772908,0.00006746895,0.0006515167,0.04178329,0.0001919193,0.000004167019,0.00007649456,0.009434367,0.0002671672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765646,0.001175004,0.00009066528,0.02008823,0.0005138387,0.001174401,0.00001852598,0.000008578259,0.0003660832],"genre_scores_gemma":[0.9973379,0.00004927626,0.0003483981,0.001952624,0.0001504265,0.00002001492,0.0000428758,0.00004766414,0.00005080189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05229476,"threshold_uncertainty_score":0.9999737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02029064089372862,"score_gpt":0.2745367214408074,"score_spread":0.2542460805470788,"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."}}