{"id":"W2904062388","doi":"10.1016/j.drugpo.2018.08.006","title":"Lacking evidence for the association between frequent urine drug screening and health outcomes of persons on opioid agonist therapy","year":2018,"lang":"en","type":"review","venue":"International Journal of Drug Policy","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia; British Columbia Centre on Substance Use","funders":"National Institute on Drug Abuse; National Institutes of Health","keywords":"Opioid use disorder; Context (archaeology); Medicine; Opioid; Agonist; Psychiatry; Drug; Substance Abuse Detection; Methadone; 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":[0.003045868,0.0005892428,0.002390892,0.001796592,0.0002654418,0.001444302,0.001283805,0.001591778,0.003922101],"category_scores_gemma":[0.0189662,0.0003664049,0.003142035,0.002917188,0.0004458763,0.001002382,0.0006936286,0.001539683,0.0002217035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007359364,"about_ca_system_score_gemma":0.003207876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008977407,"about_ca_topic_score_gemma":0.01684356,"domain_scores_codex":[0.9984591,0.0004648673,0.0004188079,0.0002295679,0.0003471879,0.00008042323],"domain_scores_gemma":[0.9847514,0.01234153,0.001940015,0.0001626702,0.0006512313,0.0001530321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008687603,0.0001470817,0.05132038,0.3734167,0.02326057,0.0003506966,0.0002714686,0.0004932188,0.0002744098,0.002430748,0.01006804,0.537098],"study_design_scores_gemma":[0.0003911525,0.0006107581,0.2086689,0.5352552,0.09312433,0.002842327,0.001096108,0.0004972152,0.0004724161,0.004207278,0.1526551,0.0001794095],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001077822,0.9981043,0.00003695931,0.000335745,0.00008861639,0.00000481121,0.0001070492,0.000001355367,0.0002434116],"genre_scores_gemma":[0.01779084,0.9811318,0.0001848639,0.0004867116,0.0001792979,0.00001117547,0.0001455365,0.000001471152,0.00006821808],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008977407,"threshold_uncertainty_score":0.01785034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1594551726506953,"score_gpt":0.4781042084977413,"score_spread":0.318649035847046,"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."}}