{"id":"W2561201103","doi":"10.1097/yct.0000000000000373","title":"The Treatment of Disruptive Vocalization in Dementia (Behavioral and Psychological Symptoms of Dementia) With Electroconvulsive Therapy","year":2016,"lang":"en","type":"article","venue":"Journal of Ect","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Electroconvulsive therapy; Dementia; Confidence interval; Psychiatry; Psychology; Medicine; Depression (economics); Pharmacotherapy; Cognition; Internal medicine; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0001906556,0.0001232661,0.0003879775,0.000101155,0.00003708067,0.000004196974,0.0000587389,0.00003736305,0.00001462719],"category_scores_gemma":[0.00002092068,0.00004924763,0.00007965569,0.0001410658,0.0001964476,0.00006047851,0.000005467737,0.00006224818,1.939777e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007628928,"about_ca_system_score_gemma":0.00003970444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006998525,"about_ca_topic_score_gemma":0.00003790981,"domain_scores_codex":[0.9989958,0.00009742189,0.0004208701,0.0001066644,0.0002095454,0.0001696695],"domain_scores_gemma":[0.9989377,0.0001673429,0.000474571,0.000107939,0.0002718459,0.00004055383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007519258,0.001520393,0.6642511,0.000007831261,0.001476242,0.00003677887,0.001290746,7.06026e-7,0.2598772,0.0001321795,0.00003690635,0.06385066],"study_design_scores_gemma":[0.01526546,0.09723175,0.6871648,0.0002716775,0.0005343243,0.000218697,0.0004361582,0.000002456634,0.1979157,0.0003550303,0.0004859031,0.0001179671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900309,0.00868247,0.0003479044,0.0005255986,0.00002691831,0.0003391668,0.000001385213,0.000002570775,0.00004302475],"genre_scores_gemma":[0.983979,0.01576344,0.0001439567,0.00002685058,0.00003954355,0.00001167501,3.947716e-7,0.000009960821,0.00002518159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09571135,"threshold_uncertainty_score":0.200826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03038152870878083,"score_gpt":0.3431158467367852,"score_spread":0.3127343180280044,"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."}}