{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009727254,0.00211478,0.01250321,0.004655733,0.0005313802,0.003162043,0.001250239,0.001921622,0.002854297],"category_scores_gemma":[0.02303727,0.0009997074,0.02650557,0.005281572,0.0005565003,0.001282606,0.001150177,0.001205825,0.0002114845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002539237,"about_ca_system_score_gemma":0.00385141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007775745,"about_ca_topic_score_gemma":0.0210258,"domain_scores_codex":[0.9928861,0.003611723,0.001940308,0.000542547,0.0008516368,0.0001676831],"domain_scores_gemma":[0.9917279,0.005242844,0.001878145,0.0002361938,0.0007734009,0.0001415716],"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":[0.002013555,0.00002914251,0.00236152,0.4694016,0.5032395,0.00009961204,0.00007535499,0.0003487664,0.0003404121,0.0001263986,0.0007889214,0.02117522],"study_design_scores_gemma":[0.001238388,0.0003086499,0.004306976,0.05607516,0.9352445,0.000123054,0.0000507442,0.0002200619,0.0001473088,0.0001698644,0.002092363,0.00002288232],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00399401,0.9944597,0.0002808017,0.0002150365,0.0001726687,0.0003463817,0.0002774106,0.00002016662,0.000233751],"genre_scores_gemma":[0.148261,0.8453428,0.002331214,0.001281526,0.0003391078,0.001348702,0.0006601966,0.00002132812,0.0004140394],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01250321,"threshold_uncertainty_score":0.05144328,"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."}}