{"id":"W2294770050","doi":"10.1016/j.jagp.2016.02.053","title":"Systematic Review of Cognitive Effects of Electroconvulsive Therapy in Late-Life Depression","year":2016,"lang":"en","type":"review","venue":"American Journal of Geriatric Psychiatry","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"National Alliance for Research on Schizophrenia and Depression; Pfizer; Centre for Addiction and Mental Health; Campbell Institute; Brain and Behavior Research Foundation","keywords":"Electroconvulsive therapy; PsycINFO; Mood; Psychology; Cognition; Psychological intervention; Depression (economics); Clinical psychology; Psychiatry; MEDLINE; 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":[0.002561291,0.00119185,0.006945989,0.002653733,0.0003690534,0.001398299,0.001369759,0.001257235,0.003931318],"category_scores_gemma":[0.01170281,0.0005860131,0.006788585,0.003491619,0.0005271391,0.0009634593,0.000939832,0.001149579,0.0001613343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596887,"about_ca_system_score_gemma":0.003242758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009000205,"about_ca_topic_score_gemma":0.03208105,"domain_scores_codex":[0.9984031,0.0004845332,0.0006163669,0.000158733,0.0002707697,0.00006643089],"domain_scores_gemma":[0.9954906,0.003128985,0.000928683,0.00007117828,0.000302739,0.00007779661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001140606,0.00004439754,0.0007629372,0.9155231,0.04284684,0.000105761,0.0001010411,0.0001261205,0.0001829385,0.0001192913,0.001010807,0.03803621],"study_design_scores_gemma":[0.003432976,0.0009589253,0.01293071,0.4101033,0.551378,0.0005498435,0.0002788926,0.0001714744,0.0002766149,0.0004698374,0.01936498,0.00008461813],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001957735,0.9973623,0.00007435816,0.00007182853,0.00007768182,0.0001137812,0.0001611669,0.000004894953,0.0001762549],"genre_scores_gemma":[0.03039506,0.9681398,0.0004715792,0.0004606797,0.00007930489,0.0001594134,0.0001394206,0.000003602063,0.0001511772],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009000205,"threshold_uncertainty_score":0.01789564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007564119241875762,"score_gpt":0.3181823079601978,"score_spread":0.310618188718322,"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."}}