{"id":"W2902663991","doi":"10.1111/acps.12994","title":"<scp>ECT</scp> beyond unipolar major depression: systematic review and meta‐analysis of electroconvulsive therapy in bipolar depression","year":2018,"lang":"en","type":"review","venue":"Acta Psychiatrica Scandinavica","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Queen's University","funders":"","keywords":"Electroconvulsive therapy; Meta-analysis; Depression (economics); Major depressive disorder; Bipolar disorder; Internal medicine; Psychiatry; Psychology; Medicine; Refractory (planetary science); Clinical psychology; Lithium (medication); 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","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001386261,0.001558513,0.01752719,0.002743538,0.00025769,0.00004733313,0.000873375,0.0007134198,0.0001368587],"category_scores_gemma":[0.0005353161,0.0009870641,0.003387823,0.006767462,0.0002790105,0.0001743955,0.000231671,0.001226447,0.00001832166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002483022,"about_ca_system_score_gemma":0.0004037305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009765402,"about_ca_topic_score_gemma":0.00006800624,"domain_scores_codex":[0.9919723,0.001538561,0.002841081,0.001662284,0.0009241828,0.00106164],"domain_scores_gemma":[0.9923224,0.001758653,0.002972612,0.002065394,0.0004876561,0.0003932484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00006387196,0.0005240851,0.0009203659,0.7065905,0.2847896,0.00003201804,0.000230639,2.124386e-8,0.00002853117,0.00002107806,0.004127122,0.002672221],"study_design_scores_gemma":[0.001153723,0.0009723578,0.000151897,0.05006959,0.8334605,0.0002210395,0.00003567896,0.00000146776,0.00003508198,0.00004370608,0.1134169,0.0004380267],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007617051,0.989718,0.00001005994,0.000231224,0.00008389009,0.009221516,0.0001320143,0.00008708889,0.0004400959],"genre_scores_gemma":[0.0004152254,0.9954975,0.000310531,0.0008285266,0.0001287052,0.001830912,0.000202799,0.0001964508,0.0005893557],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6565209,"threshold_uncertainty_score":0.9997163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02865217888189195,"score_gpt":0.3388847601713761,"score_spread":0.3102325812894842,"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."}}