{"id":"W4225287500","doi":"10.3389/fpsyt.2022.779326","title":"Cognitive Function Mediates the Anti-suicide Effect of Repeated Intravenous Ketamine in Adult Patients With Suicidal Ideation","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Brain and Cognition Discovery Foundation; University Health Network","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; National Key Research and Development Program of China","keywords":"Ketamine; Suicidal ideation; Cognition; Psychology; Clinical psychology; Beck Depression Inventory; Psychiatry; Medicine; Poison control; Suicide prevention; 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":[0.0003105256,0.0001911206,0.0003897847,0.0003410597,0.00008595714,0.000005375187,0.00009099739,0.00006831393,0.00003973327],"category_scores_gemma":[0.0001281527,0.0001244022,0.00005877328,0.0005906959,0.0000756712,0.00007742001,0.00004155383,0.0003660786,0.000001569952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001443474,"about_ca_system_score_gemma":0.00007319589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002194605,"about_ca_topic_score_gemma":0.000120161,"domain_scores_codex":[0.9983155,0.0002862849,0.0003627513,0.0003112087,0.0005004592,0.0002238005],"domain_scores_gemma":[0.9993182,0.0001010793,0.0002203723,0.0002390848,0.00007785531,0.00004333762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0068053,0.0007424817,0.9811733,0.00008623205,0.0001409063,0.00001164751,0.0002931849,0.0001247959,0.00005724473,0.000006633711,0.001591524,0.008966702],"study_design_scores_gemma":[0.01357591,0.003993011,0.9800857,0.0002330833,0.0003272771,0.000006529945,0.0007732427,0.0003020268,0.0004916658,0.00008489853,0.00001070161,0.0001158964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994455,0.0008207684,0.0002656516,0.0003375088,0.002528525,0.00129963,0.00003523972,0.00003567059,0.0002219713],"genre_scores_gemma":[0.9986014,0.00002113442,0.0004766312,0.0001485073,0.00005695416,0.000160058,0.0004671435,0.00003071585,0.00003741384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008850805,"threshold_uncertainty_score":0.5072976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003126681506607779,"score_gpt":0.2201472299259301,"score_spread":0.2170205484193223,"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."}}