{"id":"W1935741233","doi":"10.1002/gps.4358","title":"Meta‐analysis of problem solving therapy for the treatment of major depressive disorder in older adults","year":2015,"lang":"en","type":"review","venue":"International Journal of Geriatric Psychiatry","topic":"Problem Solving Skills Development","field":"Health Professions","cited_by":138,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Meta-analysis; Major depressive disorder; Depression (economics); Randomized controlled trial; Late life depression; Population; Psychology; Psychiatry; Rating scale; Clinical psychology; Medicine; Internal medicine; Cognition","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001418674,0.0004646255,0.00351641,0.001735839,0.000101917,0.00001500106,0.001223809,0.0003499753,0.0002446142],"category_scores_gemma":[0.00008447772,0.0002547824,0.00296039,0.00102853,0.00004690587,0.0001260587,0.00009070121,0.0004681364,0.000003310232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005593977,"about_ca_system_score_gemma":0.00317297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003371312,"about_ca_topic_score_gemma":0.0005072478,"domain_scores_codex":[0.9941844,0.0005797584,0.003655882,0.0003339759,0.0008879976,0.0003580131],"domain_scores_gemma":[0.988677,0.002102145,0.007007906,0.0003990661,0.001716953,0.00009696455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008806907,0.003089271,0.01065466,0.00581841,0.5117571,0.00000795207,0.008787252,0.0003045547,2.569176e-7,0.000312225,0.002436425,0.4559512],"study_design_scores_gemma":[0.019783,0.001281478,0.005137622,0.01652446,0.412882,0.00004393984,0.002035368,0.0001178427,0.000001372676,0.002392326,0.5387192,0.00108131],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003543699,0.9915311,0.001026029,0.0006173974,0.003409204,0.002681107,0.0003071128,0.000007258945,0.00006638296],"genre_scores_gemma":[0.000392156,0.9902044,0.007867285,0.00005718561,0.0005876453,0.0005894344,0.00006710225,0.00005910498,0.0001756789],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5362828,"threshold_uncertainty_score":0.9999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0731179486598171,"score_gpt":0.4308382148706884,"score_spread":0.3577202662108713,"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."}}