{"id":"W2905463695","doi":"10.1097/yct.0000000000000560","title":"Ketamine Versus Midazolam for Depression Relapse Prevention Following Successful Electroconvulsive Therapy","year":2018,"lang":"en","type":"article","venue":"Journal of Ect","topic":"Treatment of Major Depression","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Electroconvulsive therapy; Ketamine; Medicine; Midazolam; Randomized controlled trial; Depression (economics); Clinical trial; Relapse prevention; Treatment-resistant depression; Anesthesia; Psychiatry; Psychology; Antidepressant; Internal medicine; Schizophrenia (object-oriented programming); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003857965,0.0001631216,0.0003751426,0.0001893077,0.000118444,0.00002371831,0.0001170279,0.0001101401,0.00008711456],"category_scores_gemma":[0.0003290597,0.0001109376,0.0004360937,0.000132609,0.00002745894,0.0002843338,0.0000187021,0.0001910093,0.000009712431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001323877,"about_ca_system_score_gemma":0.000124939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003187801,"about_ca_topic_score_gemma":0.000005573678,"domain_scores_codex":[0.9987284,0.00006392381,0.0004197797,0.0001755551,0.0003737634,0.0002385626],"domain_scores_gemma":[0.9986975,0.0002178192,0.0004566782,0.0002029214,0.0002961524,0.0001289463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.05118008,0.001622494,0.08625577,0.00008836073,0.002014228,0.000302373,0.000700249,0.000004073263,0.7156864,0.00002210317,0.01150446,0.1306193],"study_design_scores_gemma":[0.0580116,0.02620895,0.06792857,0.001293344,0.001075758,0.0004391525,0.0001398464,0.0001718227,0.8268812,0.0004758159,0.01708442,0.0002895441],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936281,0.002551183,0.0010516,0.0003767808,0.001134825,0.0005171582,0.000001062788,0.00002429476,0.0007150044],"genre_scores_gemma":[0.9950116,0.0002632973,0.002841855,0.00006136469,0.001144328,0.0000146868,0.000007461864,0.00003333437,0.0006220489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1303298,"threshold_uncertainty_score":0.4523904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03342231598192367,"score_gpt":0.3562645302333333,"score_spread":0.3228422142514096,"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."}}