{"id":"W1562610688","doi":"10.1111/j.1532-5415.2011.03447.x","title":"Diagnosis and Treatment of Depression in Older Community‐Dwelling Adults: 1992–2005","year":2011,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"National Institute of Mental Health; Agency for Healthcare Research and Quality","keywords":"Medicine; Depression (economics); Odds; Major depressive disorder; Odds ratio; Psychiatry; Medical diagnosis; Antidepressant; Demography; Gerontology; Logistic regression; Mood; Internal medicine","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":[0.0004686795,0.0001762013,0.0002410652,0.0006899107,0.0002344481,0.0003974642,0.0003534883,0.0004836204,0.000824012],"category_scores_gemma":[0.002206685,0.0001676214,0.0003326842,0.001168858,0.00009166526,0.0004409963,0.0003232358,0.0005122809,0.0001744675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008796658,"about_ca_system_score_gemma":0.0006290697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04920491,"about_ca_topic_score_gemma":0.09366293,"domain_scores_codex":[0.9996448,0.00005764021,0.00007045711,0.00007873044,0.0000963016,0.00005209708],"domain_scores_gemma":[0.99862,0.00007928254,0.0008881075,0.00002393033,0.0002619658,0.0001266399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008505629,0.00004258336,0.9948026,0.00004234596,0.00007352322,0.00002992056,0.0000652072,0.00005218686,0.00006863943,0.00001179947,0.0008426309,0.003883582],"study_design_scores_gemma":[0.000008609587,0.00002658082,0.9994562,0.00001394181,0.00001695195,0.00005237087,0.00005792467,0.00006958382,0.0000175177,0.000003684096,0.0002754654,0.00000112101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897323,0.001975348,0.0001214198,0.000462238,0.00002433937,0.00003199585,0.006895587,0.00001126085,0.0007453838],"genre_scores_gemma":[0.9915861,0.001153991,0.000287471,0.0002391545,0.00004564326,0.00004269503,0.006213494,0.000002396353,0.0004290747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04920491,"threshold_uncertainty_score":0.09783703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04660748062931688,"score_gpt":0.3418316999786019,"score_spread":0.295224219349285,"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."}}