{"id":"W4390034582","doi":"10.1038/s41380-023-02366-8","title":"Efficacy and safety of ketamine-assisted electroconvulsive therapy in major depressive episode: a systematic review and network meta-analysis","year":2023,"lang":"en","type":"review","venue":"Molecular Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brain and Cognition Discovery Foundation; University of Toronto","funders":"National Institute of Mental Health; National Institute on Aging","keywords":"Electroconvulsive therapy; Meta-analysis; Ketamine; Psychology; MEDLINE; Medicine; Psychotherapist; Psychiatry; Schizophrenia (object-oriented programming); 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":[0.005136445,0.001826238,0.01351279,0.002481095,0.0004560122,0.002204363,0.001694348,0.001694183,0.003268457],"category_scores_gemma":[0.01320487,0.0009886557,0.02021296,0.003312925,0.0006141262,0.001355858,0.001259372,0.001989315,0.0002644616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001619907,"about_ca_system_score_gemma":0.001858715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005858841,"about_ca_topic_score_gemma":0.01760883,"domain_scores_codex":[0.9971208,0.001057175,0.0009682751,0.0003927386,0.0003408496,0.0001201092],"domain_scores_gemma":[0.9946945,0.003680278,0.001026596,0.0001689346,0.0003252562,0.0001044246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005615477,0.00006672851,0.00316052,0.3773994,0.5882844,0.0001021015,0.0001092563,0.0004390306,0.0004040595,0.000129331,0.0007047921,0.02358491],"study_design_scores_gemma":[0.001750165,0.0002826333,0.004484625,0.01507294,0.9765276,0.00007185712,0.0000478438,0.0001421415,0.00009415761,0.0001439058,0.001355033,0.00002717963],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007659537,0.9909754,0.0003710983,0.0001216514,0.0001372153,0.0001678621,0.0003164058,0.00002202412,0.0002288123],"genre_scores_gemma":[0.1893865,0.8065847,0.001568249,0.0009452254,0.0001892931,0.0003754146,0.0005564956,0.00002291075,0.0003712108],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01351279,"threshold_uncertainty_score":0.02716446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04516335258721893,"score_gpt":0.3486715603832747,"score_spread":0.3035082077960558,"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."}}