{"id":"W4200125297","doi":"10.21203/rs.3.rs-1017633/v1","title":"Neurocognitive effects of repeated ketamine infusion treatments in patients with treatment resistant depression: A retrospective chart review","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ketamine; Neurocognitive; Treatment-resistant depression; Cognition; Antidepressant; Depression (economics); Medicine; Major depressive disorder; Anesthesia; Repeated measures design; Effects of sleep deprivation on cognitive performance; Psychology; Psychiatry; Internal medicine; Hippocampus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007675363,0.0001973985,0.000502991,0.001954425,0.0003773157,0.0004603605,0.0003993855,0.0003765548,0.000895893],"category_scores_gemma":[0.002463286,0.0002312212,0.0003693818,0.0016901,0.0002693284,0.0003678412,0.0003250448,0.0003009174,0.0002043216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006121633,"about_ca_system_score_gemma":0.0008506675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003930713,"about_ca_topic_score_gemma":0.005025328,"domain_scores_codex":[0.9988362,0.0002396131,0.0004018689,0.0002106905,0.0002284669,0.00008313717],"domain_scores_gemma":[0.9963282,0.0008792359,0.00193275,0.0001531432,0.0005380286,0.0001685848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002470289,0.0001205817,0.9732416,0.0007417783,0.000153764,0.008023766,0.0005192121,0.0000494633,0.0007986723,0.00003954865,0.0008041738,0.01526055],"study_design_scores_gemma":[0.00003760147,0.0005842304,0.9753695,0.000270868,0.0001859656,0.01930436,0.00082998,0.0001787143,0.0005908855,0.00001566796,0.002609203,0.00002296926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802468,0.01596492,0.0004778495,0.000127455,0.00002674045,0.0003252724,0.001774617,0.00001732808,0.001038982],"genre_scores_gemma":[0.9927408,0.00489657,0.0005128604,0.0001252641,0.000041246,0.0001317256,0.001351139,0.000004383641,0.0001959714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003930713,"threshold_uncertainty_score":0.007815659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02446848228558146,"score_gpt":0.3523842683793544,"score_spread":0.327915786093773,"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."}}