{"id":"W2946581318","doi":"10.1136/bmj.l2238","title":"Clinical guidelines on antidepressant withdrawal urgently need updating","year":2019,"lang":"en","type":"letter","venue":"BMJ","topic":"Treatment of Major Depression","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Antidepressant; Medicine; Psychiatry; Intensive care medicine; Psychology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006324134,0.0005729292,0.001266549,0.0002220262,0.00006997238,0.00004553769,0.0002887108,0.001280579,0.0005344967],"category_scores_gemma":[0.001559973,0.0004086076,0.0005600816,0.0001141228,0.00007708515,0.00006583198,0.0001817703,0.002133384,0.001944749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008339956,"about_ca_system_score_gemma":0.0002207948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005319036,"about_ca_topic_score_gemma":0.000001284867,"domain_scores_codex":[0.9955497,0.0002210968,0.001556745,0.0009727372,0.001165027,0.0005346293],"domain_scores_gemma":[0.9967145,0.0005288363,0.000745066,0.001610299,0.0002715622,0.0001297049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002405484,0.0001360414,0.06168316,0.0001902631,0.0003124317,0.00202581,0.000006678664,0.000007208077,0.00004813516,0.000003911399,0.9287782,0.006567642],"study_design_scores_gemma":[0.00321489,0.0006124338,0.01504948,0.002473514,0.0005042377,0.0001836638,0.00001213495,0.0001526599,0.0001283497,0.00001380601,0.9772357,0.0004191401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01229316,0.0004402832,0.00002841746,0.9519212,0.004095654,0.002748361,0.00006684442,0.0003186619,0.02808743],"genre_scores_gemma":[0.003078275,0.0001277881,0.00644688,0.9123277,0.03133275,0.0001347793,0.001542499,0.0002262221,0.04478313],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04845752,"threshold_uncertainty_score":0.9998366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09132275031116667,"score_gpt":0.4130553358807448,"score_spread":0.3217325855695781,"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."}}