{"id":"W3036747176","doi":"10.1371/journal.pone.0234809","title":"Treatment of stimulant use disorder: A systematic review of reviews","year":2020,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":219,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; St. Paul's Hospital; British Columbia Centre on Substance Use; University of British Columbia","funders":"Collaboration for Leadership in Applied Health Research and Care - Greater Manchester; Canadian Institutes of Health Research; European Commission; Michael Smith Health Research BC; University of British Columbia; National Institute on Drug Abuse; St. Paul's Foundation","keywords":"Stimulant; Medicine; MEDLINE; Psychiatry; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0001668356,0.0007811938,0.01662416,0.0001753309,0.00001870422,0.000007151565,0.0002068449,0.0001758096,0.0001321179],"category_scores_gemma":[0.001130227,0.0004657964,0.001815446,0.0005533563,0.00005063961,0.00004103128,0.00005812099,0.0001515683,0.0002605566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003278134,"about_ca_system_score_gemma":0.0004381063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004620535,"about_ca_topic_score_gemma":0.000001835018,"domain_scores_codex":[0.995036,0.0005006763,0.0029973,0.0005352061,0.0006727333,0.0002580578],"domain_scores_gemma":[0.9956036,0.0003754744,0.002050926,0.001581779,0.0001858531,0.0002024222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001120425,0.00765687,0.00001636566,0.9414269,0.005254019,0.00005062361,0.0001283931,4.088886e-9,7.843775e-7,0.00001502002,0.00005911949,0.04538065],"study_design_scores_gemma":[0.0005531338,0.001714271,7.646682e-7,0.7394326,0.09476507,0.00001775034,0.000005206733,0.000002486521,0.000004566441,8.709107e-7,0.1633026,0.0002007227],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006062367,0.9773555,0.000003400812,0.0001000599,0.00002231138,0.02205812,0.0003181948,0.00004449559,0.00009184574],"genre_scores_gemma":[0.000001088955,0.9943311,0.001486451,0.00006739204,0.00004274789,0.00270068,0.0007303552,0.0001118201,0.0005284067],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2019944,"threshold_uncertainty_score":0.9997794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1480354800431171,"score_gpt":0.3437232651712752,"score_spread":0.195687785128158,"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."}}