{"id":"W4200582775","doi":"10.1192/bjo.2021.1061","title":"Ketamine for the treatment of mental health and substance use disorders: comprehensive systematic review","year":2021,"lang":"en","type":"review","venue":"BJPsych Open","topic":"Treatment of Major Depression","field":"Medicine","cited_by":178,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Medical Research Council; University of Exeter; Society for the Study of Addiction","keywords":"Systematic review; Ketamine; Medicine; PsycINFO; Psychiatry; Suicidal ideation; MEDLINE; Meta-analysis; Mental health; Checklist; Publication bias; Major depressive disorder; Randomized controlled trial; Clinical psychology; Psychology; Poison control; Internal medicine; Suicide prevention; Mood; Emergency medicine","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":[0.0001944713,0.0004599065,0.004954017,0.00005017415,0.000118244,0.0000533053,0.0002704478,0.00008727138,0.0000264542],"category_scores_gemma":[0.00006967159,0.0002250995,0.0005420861,0.0001862555,0.00005999162,0.00007902776,0.00006889163,0.00007647063,0.000005606242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002277547,"about_ca_system_score_gemma":0.0002765518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009878373,"about_ca_topic_score_gemma":0.00009837978,"domain_scores_codex":[0.9976709,0.000344598,0.001000485,0.0005024729,0.000257778,0.0002237352],"domain_scores_gemma":[0.9968911,0.0008856702,0.0009019549,0.001086754,0.00008650983,0.0001480096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002892596,0.0005281737,0.00001090304,0.680757,0.001094745,0.000003354942,0.0001171776,6.526289e-9,4.77129e-8,0.00002611001,0.004579143,0.3128544],"study_design_scores_gemma":[0.001132194,0.0006823034,0.00000749916,0.4716314,0.003269763,0.00005741281,0.00005631445,7.106829e-7,1.366052e-7,0.000001146284,0.5230691,0.000092021],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003935771,0.9505742,0.00001305895,0.001108004,0.0001527414,0.04781853,0.0002779456,0.00001262063,0.00003894066],"genre_scores_gemma":[6.275917e-7,0.9912041,0.0007969445,0.0003249156,0.00003181185,0.004382219,0.0009991953,0.00006080886,0.002199359],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.51849,"threshold_uncertainty_score":0.9179294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1978647369252834,"score_gpt":0.4557154220778935,"score_spread":0.2578506851526101,"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."}}