{"id":"W4211248784","doi":"10.1177/20451253211067656","title":"Clinical practice guideline recommendations on tapering and discontinuing antidepressants for depression: a systematic review","year":2022,"lang":"en","type":"review","venue":"Therapeutic Advances in Psychopharmacology","topic":"Treatment of Major Depression","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; Discontinuation; Medicine; Tapering; Clinical Practice; Depression (economics); MEDLINE; Psychiatry; Systematic review; Intensive care medicine; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002074927,0.0004530358,0.002909725,0.0002370299,0.0001400743,0.00001386904,0.0002688101,0.0001595609,0.0003430159],"category_scores_gemma":[0.0009394872,0.0003271223,0.0003671743,0.0003268708,0.00008552338,0.0002573071,0.0001168014,0.0007123468,0.000008836971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001338806,"about_ca_system_score_gemma":0.00008178631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.597903e-7,"about_ca_topic_score_gemma":6.112116e-7,"domain_scores_codex":[0.9950417,0.001326419,0.002186474,0.0008274911,0.0002553613,0.000362573],"domain_scores_gemma":[0.9929574,0.00514748,0.001132475,0.0005726915,0.00005629431,0.0001336467],"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":[0.0002983629,0.0004558771,0.00001864187,0.2149201,0.0003142155,0.00003822615,0.00001868598,7.51317e-7,6.643684e-7,0.00004284653,0.0003669386,0.7835247],"study_design_scores_gemma":[0.002653229,0.0003209706,0.00000322455,0.2046011,0.005214947,0.0003766959,0.00003707497,0.0000231012,2.301948e-7,0.00005947459,0.786498,0.0002120356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002526898,0.9881392,0.0007696382,0.001184042,0.001412266,0.007374461,0.0000245411,0.00007731916,0.001015969],"genre_scores_gemma":[0.00002896565,0.9827037,0.00747141,0.005804371,0.0001884002,0.003542996,0.00006721372,0.00008042358,0.0001125335],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.786131,"threshold_uncertainty_score":0.9999181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09605445448766545,"score_gpt":0.5505624192574015,"score_spread":0.454507964769736,"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."}}