{"id":"W4207063429","doi":"10.1007/s11920-022-01317-4","title":"Psychotropic Medications in Metabolic and Bariatric Surgery: Research Updates and Clinical Considerations","year":2022,"lang":"en","type":"review","venue":"Current Psychiatry Reports","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Medicine; Perioperative; Discontinuation; Psychiatry; Intensive care medicine; Population; Psychotropic drug; Psychotropic medication; Drug; Anesthesia; Mental health","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00622071,0.0004668378,0.003012439,0.001841712,0.0004127933,0.00007742928,0.00009231614,0.0003969454,0.0009410685],"category_scores_gemma":[0.002528672,0.0003876725,0.0006554875,0.001871434,0.0003144396,0.0001170895,0.0002109924,0.002592251,0.00001254299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007091034,"about_ca_system_score_gemma":0.003995755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003283939,"about_ca_topic_score_gemma":0.00003808484,"domain_scores_codex":[0.9928939,0.001493289,0.003039235,0.001270643,0.0007390481,0.0005638978],"domain_scores_gemma":[0.9929386,0.004481426,0.0008803746,0.001089404,0.0001093867,0.0005007993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000094039,0.0006301909,0.352849,0.005116995,0.0003658606,0.0002195569,0.00003153868,2.161742e-8,4.326647e-9,0.002485738,0.03511214,0.6031795],"study_design_scores_gemma":[0.0002683645,0.0000345108,0.04463351,0.001940554,0.002038763,0.002964893,0.00003258783,0.000001984835,4.480463e-9,0.001861977,0.9459175,0.0003053061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008432173,0.9857082,0.000003642542,0.001597018,0.009931244,0.001485156,0.00002658558,0.00006727753,0.0003376568],"genre_scores_gemma":[0.0002859555,0.9970971,0.0002757293,0.0001024578,0.001241078,0.0003969191,0.0004160024,0.00006323445,0.0001214984],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9108054,"threshold_uncertainty_score":0.9999722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2447412691755408,"score_gpt":0.4933758969091014,"score_spread":0.2486346277335606,"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."}}