{"id":"W2260716950","doi":"10.1016/j.jad.2016.02.027","title":"What happens to the course of bipolar disorder after electroconvulsive therapy?","year":2016,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Electroconvulsive therapy; Bipolar disorder; Confidence interval; Psychology; Retrospective cohort study; Major depressive disorder; Univariate analysis; Analysis of variance; Antidepressant; Medicine; Psychiatry; Internal medicine; Multivariate analysis; Schizophrenia (object-oriented programming); Mood; Anxiety","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":[0.001948527,0.00009895343,0.0003923184,0.0008428567,0.001266054,0.001730975,0.0005735161,0.001408377,0.003996118],"category_scores_gemma":[0.01967434,0.0001554266,0.0004545414,0.001176681,0.001064661,0.002007435,0.0004438323,0.001386099,0.0003923455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483455,"about_ca_system_score_gemma":0.001495447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02278044,"about_ca_topic_score_gemma":0.0374658,"domain_scores_codex":[0.9989416,0.0004692697,0.00007584992,0.00009321988,0.0001940057,0.000226022],"domain_scores_gemma":[0.9936463,0.002196116,0.00185738,0.000218266,0.0008017942,0.001280203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001607547,0.0014401,0.9441906,0.0001643987,0.0002029548,0.0007043348,0.004653182,0.0000829661,0.0002822934,0.001215922,0.002110218,0.04334564],"study_design_scores_gemma":[0.00005035121,0.0003545787,0.9927341,0.0001095433,0.00005785741,0.0004564649,0.004182734,0.00005484175,0.00003582465,0.0004796577,0.001470164,0.00001392532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978322,0.004545599,0.00006848585,0.004699639,0.0001904381,0.00003685486,0.0002332912,0.000004463466,0.01189925],"genre_scores_gemma":[0.9955778,0.001850703,0.00005796717,0.001102268,0.000254673,0.00001556314,0.0001989313,0.000003858852,0.0009381485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02278044,"threshold_uncertainty_score":0.04529572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005335158677290269,"score_gpt":0.2721511119491082,"score_spread":0.2668159532718179,"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."}}