{"id":"W2020730829","doi":"10.1002/gps.1689","title":"Twelve‐month course of depressive symptoms in older medical inpatients","year":2006,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute; McGill University; Jewish General Hospital; St Mary's Hospital Centre; McGill University Health Centre","funders":"","keywords":"Depression (economics); Hamd; Medicine; Depressive symptoms; Logistic regression; Psychiatry; Prospective cohort study; Pediatrics; Cognition; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002744217,0.0001774596,0.0002659474,0.0003932277,0.0005083811,0.0004199064,0.0001646577,0.0003257863,0.0009202093],"category_scores_gemma":[0.001337748,0.0001493003,0.0002109058,0.0002679456,0.000223063,0.0002408529,0.0002861439,0.0004587852,0.000190064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005093227,"about_ca_system_score_gemma":0.0003171255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006983201,"about_ca_topic_score_gemma":0.01404487,"domain_scores_codex":[0.9998537,0.0000259761,0.0000188143,0.0000164851,0.0000349814,0.00005002188],"domain_scores_gemma":[0.999258,0.00005011524,0.0003386965,0.00001817189,0.00007887685,0.0002562299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002016024,0.00008177284,0.9975402,0.00000922971,0.00001453029,0.0001521724,0.0001767992,0.00002196338,0.0002145922,0.000004018909,0.00007854919,0.001504529],"study_design_scores_gemma":[0.000005047069,0.0001637161,0.9994519,0.000003296705,0.000004868122,0.000167445,0.0001014544,0.00002256766,0.0000238503,0.000003911586,0.00004987153,0.000001932468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997184,0.0000755066,0.00001123523,0.0000239266,0.000002354293,0.000005222571,0.00006346044,0.000001185625,0.00009866116],"genre_scores_gemma":[0.9996126,0.00006541142,0.00002704066,0.00002673057,0.000007593884,0.000005005241,0.0001512025,4.438999e-7,0.0001039551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006983201,"threshold_uncertainty_score":0.01388508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006462844701232958,"score_gpt":0.3386423295981282,"score_spread":0.3321794848968952,"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."}}