{"id":"W2791370447","doi":"10.1007/s12630-018-1088-0","title":"Ketamine-based anesthesia improves electroconvulsive therapy outcomes: a randomized-controlled study","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Treatment of Major Depression","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; Royal University Hospital","funders":"Royal University Hospital Foundation; University of Saskatchewan","keywords":"Ketamine; Electroconvulsive therapy; Propofol; Major depressive disorder; Medicine; Anesthesia; Adverse effect; Randomized controlled trial; Treatment-resistant depression; Clinical trial; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001410019,0.001200097,0.003804884,0.0003923199,0.000562132,0.0009767816,0.001093711,0.001704356,0.004899676],"category_scores_gemma":[0.002879668,0.0007640222,0.002039073,0.0006868964,0.001425316,0.001137043,0.0004454062,0.002281767,0.0005377106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008554905,"about_ca_system_score_gemma":0.001185917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001622511,"about_ca_topic_score_gemma":0.003370573,"domain_scores_codex":[0.9985525,0.0006518493,0.0001750032,0.0002779004,0.0001640529,0.0001787059],"domain_scores_gemma":[0.9980066,0.0005728288,0.0006861007,0.0001702569,0.0001444103,0.0004197827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9706234,0.01143824,0.001867292,0.001048896,0.003240364,0.00004044736,0.0000397292,0.0001030605,0.001504261,0.00007041542,0.0003839961,0.0096398],"study_design_scores_gemma":[0.9180414,0.07067858,0.007336738,0.0000929796,0.002983542,0.00003375186,0.00004074704,0.0001875514,0.0002244334,0.00007982807,0.0002771642,0.00002330074],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989772,0.006038785,0.0003317308,0.0004005255,0.0004709332,0.001746838,0.000384949,0.00002801685,0.000826244],"genre_scores_gemma":[0.991859,0.003826764,0.0008206139,0.0005157811,0.0004796588,0.001389767,0.0003814969,0.000009093717,0.0007177345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004899676,"threshold_uncertainty_score":0.01639104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053622927115786,"score_gpt":0.2489840183992585,"score_spread":0.2384477891281006,"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."}}