{"id":"W2093383239","doi":"10.1002/gps.1135","title":"Depression in frail elders: impact on family caregivers","year":2004,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; St Mary's Hospital Centre; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Psychosocial; Depression (economics); Family caregivers; Medicine; Mental health; Quality of life (healthcare); Gerontology; Logistic regression; Geriatric Depression Scale; Psychiatry; Depressive symptoms; Anxiety; Nursing; Internal medicine","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":[0.0005290799,0.0001589125,0.0002373681,0.0002868054,0.0004471473,0.0004313183,0.0001390882,0.0002822251,0.0009547799],"category_scores_gemma":[0.003765451,0.0001049982,0.0002390435,0.0003027184,0.0002334452,0.0002652275,0.0004559807,0.0003246512,0.00009459368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002594057,"about_ca_system_score_gemma":0.0002647823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004945986,"about_ca_topic_score_gemma":0.008132578,"domain_scores_codex":[0.9997017,0.0001314021,0.00002949059,0.00002448384,0.00005998343,0.00005308235],"domain_scores_gemma":[0.9988097,0.0002104855,0.0005345676,0.00002151898,0.0001366915,0.0002870481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001011836,0.00005929995,0.994218,0.00003699451,0.00004958071,0.0002075529,0.0002967631,0.00003795613,0.00009278776,0.000009505417,0.0002807211,0.004609628],"study_design_scores_gemma":[0.000008624858,0.0001430501,0.9983211,0.00004334059,0.00002456783,0.0004520474,0.0007233644,0.0000720323,0.00002678501,0.00001776622,0.0001644476,0.000002794149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984909,0.001002299,0.00001783012,0.0001301992,0.000008020126,0.000003790817,0.00007145698,8.757864e-7,0.0002745995],"genre_scores_gemma":[0.9994711,0.0003552766,0.0000216737,0.0000485014,0.000007868054,0.000003512911,0.00004419756,2.404586e-7,0.00004771418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004945986,"threshold_uncertainty_score":0.009834409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.011482778244174,"score_gpt":0.3216363424612728,"score_spread":0.3101535642170988,"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."}}