{"id":"W1993542617","doi":"10.1186/1471-244x-11-147","title":"A prospective study of mental health care for comorbid depressed mood in older adults with painful osteoarthritis","year":2011,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Canada Research Chairs; Women's College Hospital; University of Toronto","funders":"Canadian Arthritis Network; Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Depression (economics); Mental health; Comorbidity; Psychiatry; Medical prescription; Confounding; Mood; Logistic regression; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008291321,0.000209246,0.0004649881,0.0001229481,0.00007649255,0.000005026746,0.00007006209,0.00006502984,0.00003474558],"category_scores_gemma":[0.00000639207,0.000174104,0.00007984212,0.0001598397,0.00003133764,0.00006668213,0.0000207088,0.000100768,0.000002724308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007087397,"about_ca_system_score_gemma":0.0002586016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002654229,"about_ca_topic_score_gemma":0.02848655,"domain_scores_codex":[0.9986954,0.00005114218,0.0003414353,0.0003936388,0.0002152988,0.0003030675],"domain_scores_gemma":[0.9993069,0.00001074491,0.0001512052,0.0003171519,0.00009111004,0.0001229586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006997813,0.004221601,0.9371784,0.0004455243,0.00004694433,0.000003602069,0.04582546,1.441316e-7,0.00002961507,0.0001695612,0.00007791469,0.005003472],"study_design_scores_gemma":[0.1257784,0.07067204,0.6672546,0.002055219,0.0001212504,0.00005452675,0.1325216,0.000003445893,0.001125972,0.00009646132,0.0000256958,0.0002907287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885725,0.002034078,0.0000342427,0.00006479197,0.000331219,0.007941482,0.00009076128,0.0000519673,0.0008789643],"genre_scores_gemma":[0.988616,0.00000918282,0.01028999,0.00009360538,0.00006466084,0.0007547637,0.00008273285,0.00004222625,0.00004676716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2699237,"threshold_uncertainty_score":0.9892411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113877452053606,"score_gpt":0.2564429711285034,"score_spread":0.2453041966079674,"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."}}