{"id":"W4323275405","doi":"10.1016/j.psychres.2023.115133","title":"Real world effectiveness of repeated ketamine infusions for treatment-resistant depression with comorbid borderline personality disorder","year":2023,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Treatment of Major Depression","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Brain and Cognition Discovery Foundation; University Health Network","funders":"","keywords":"Borderline personality disorder; Ketamine; Depression (economics); Treatment-resistant depression; Clinical psychology; Personality; Psychology; Psychiatry; Medicine; Major depressive disorder; Psychoanalysis","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":[0.001390259,0.0002854437,0.0006208158,0.0006941991,0.0003787812,0.00002113949,0.0001694025,0.0001316884,0.0001248233],"category_scores_gemma":[0.0001901874,0.0001839247,0.000171956,0.001794105,0.0002408645,0.00007719107,0.0001103793,0.000241492,0.0000259035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002051399,"about_ca_system_score_gemma":0.0004579803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00242416,"about_ca_topic_score_gemma":0.002782663,"domain_scores_codex":[0.9967704,0.0005317493,0.0003887442,0.0006881317,0.0009696477,0.0006512754],"domain_scores_gemma":[0.9970123,0.001238355,0.0001125663,0.0008546685,0.0005198916,0.0002622822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01946763,0.002289275,0.9421009,0.001076413,0.0003589668,0.00003548214,0.0001023007,0.00002417678,0.02980498,0.0002362751,0.001345194,0.003158391],"study_design_scores_gemma":[0.0130579,0.004111981,0.975234,0.001188626,0.0002208648,0.000009699385,0.0002556332,0.0004971434,0.002226728,0.0002512214,0.002768724,0.0001774886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911175,0.0005155711,0.00004078228,0.001624992,0.0001311256,0.002810591,0.0001924884,0.0002163642,0.003350529],"genre_scores_gemma":[0.9911892,0.0003393685,0.001726777,0.000007956496,0.0001283069,0.0007903912,0.001021022,0.00008235201,0.004714647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03313309,"threshold_uncertainty_score":0.7500229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0628128095458478,"score_gpt":0.4148689175648239,"score_spread":0.3520561080189761,"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."}}