{"id":"W3171979110","doi":"10.1016/j.jad.2021.05.119","title":"Comparative efficacy and safety of stimulant-type medications for depression: A systematic review and network meta-analysis","year":2021,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"Treatment of Major Depression","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of British Columbia; British Columbia Centre on Substance Use; Quest University Canada; University of Calgary","funders":"","keywords":"Depression (economics); Meta-analysis; Stimulant; Medicine; Psychiatry; Psychology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008538968,0.002280172,0.01696119,0.00326278,0.000564318,0.002719641,0.001988597,0.002212858,0.004343215],"category_scores_gemma":[0.02190939,0.00129417,0.0254599,0.004031756,0.0008803445,0.001857746,0.001565479,0.002237262,0.0003042287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002063178,"about_ca_system_score_gemma":0.002166572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006183154,"about_ca_topic_score_gemma":0.0186596,"domain_scores_codex":[0.9947214,0.002231145,0.00160494,0.0006899192,0.0005586076,0.0001939381],"domain_scores_gemma":[0.9887256,0.00830153,0.001836425,0.0003983401,0.0005692925,0.0001688203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005180876,0.00005306709,0.003161757,0.2389882,0.7412001,0.0000794095,0.00009208149,0.0002642809,0.0002654767,0.00009586792,0.0003445081,0.01027437],"study_design_scores_gemma":[0.001772501,0.0002226963,0.003306834,0.008408031,0.9852178,0.0000494999,0.00004078069,0.0001013181,0.00006304917,0.0001155835,0.0006830259,0.00001890905],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.012382,0.9857621,0.0005469224,0.0001239199,0.0001696722,0.0003073919,0.0004140456,0.00002774776,0.0002661742],"genre_scores_gemma":[0.2969339,0.697099,0.002745594,0.00104648,0.0002434825,0.0006830433,0.0007805027,0.00003185883,0.0004360582],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01696119,"threshold_uncertainty_score":0.04515886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09134728925875266,"score_gpt":0.4224934447709746,"score_spread":0.3311461555122219,"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."}}