{"id":"W4389342152","doi":"10.1016/j.ajp.2023.103856","title":"Evaluating the use of electroconvulsive therapy in low-middle income countries: A narrative review","year":2023,"lang":"en","type":"review","venue":"Asian Journal of Psychiatry","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Canada Research Chairs","funders":"","keywords":"Electroconvulsive therapy; Tolerability; Medicine; Psychiatry; MEDLINE; Intervention (counseling); Mental health; Schizophrenia (object-oriented programming); Low and middle income countries; Major depressive disorder; Clinical psychology; Psychology; Developing country; Adverse effect; Mood; Pharmacology","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":[0.002518024,0.0007977962,0.002884907,0.003730067,0.0002923336,0.002114988,0.00102576,0.001331022,0.002827677],"category_scores_gemma":[0.01241028,0.0004532092,0.002664912,0.005236288,0.0005635956,0.001120489,0.0008311381,0.0008726631,0.0001683745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001173425,"about_ca_system_score_gemma":0.003642419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005960925,"about_ca_topic_score_gemma":0.01999391,"domain_scores_codex":[0.9983917,0.0004382888,0.0006464581,0.0001760879,0.0002877709,0.00005956422],"domain_scores_gemma":[0.9922193,0.005875753,0.001448429,0.00004804065,0.0003383338,0.00007012709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004891,0.00006908992,0.003574125,0.7757397,0.01098364,0.0003156295,0.0003089844,0.000184123,0.0002679025,0.0005009477,0.003747104,0.2038198],"study_design_scores_gemma":[0.0004596824,0.0005561532,0.02149239,0.8110281,0.07692932,0.002428328,0.001278834,0.0001701414,0.0003506367,0.0006827076,0.08449642,0.0001273541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004055328,0.9993333,0.00001389453,0.00007415309,0.0000369492,0.00001151898,0.00004064793,6.199712e-7,0.00008327665],"genre_scores_gemma":[0.004686669,0.9948527,0.00008628611,0.0002580367,0.00004381321,0.0000162645,0.00003161133,5.830165e-7,0.00002402305],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005960925,"threshold_uncertainty_score":0.01331675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1358274063575097,"score_gpt":0.4375440318519507,"score_spread":0.301716625494441,"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."}}