{"id":"W3157447360","doi":"10.1097/adm.0000000000000855","title":"Strategies for Transfer From Methadone to Buprenorphine for Treatment of Opioid Use Disorders and Associated Outcomes: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Journal of Addiction Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novartis (Canada)","funders":"","keywords":"Buprenorphine; Methadone; Medicine; Opioid use disorder; Observational study; Clinical trial; Opioid; Methadone maintenance; Intensive care medicine; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006605757,0.0006683721,0.009600689,0.0005121005,0.00005639502,0.00002163356,0.0001214826,0.000252789,0.00008249548],"category_scores_gemma":[0.001611613,0.0003764835,0.001478497,0.0004273745,0.00006356151,0.0001400562,0.00001162625,0.0001565298,8.405044e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004882041,"about_ca_system_score_gemma":0.0007322329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001312418,"about_ca_topic_score_gemma":0.00005682295,"domain_scores_codex":[0.9955258,0.0002556495,0.002976683,0.0003755671,0.000601588,0.0002646587],"domain_scores_gemma":[0.995006,0.002077342,0.001390997,0.0004352974,0.0007733706,0.0003170236],"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":[0.0002458361,0.001619899,0.000048109,0.8808863,0.01974258,0.00003065872,0.001542594,0.000001800088,0.000009564542,0.00006243887,0.003439038,0.09237117],"study_design_scores_gemma":[0.006741169,0.007978056,0.00006858442,0.7126673,0.09791604,0.00007576925,0.0007969867,0.000004981012,0.000002002491,0.00004159422,0.173472,0.0002354741],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001183626,0.9843618,0.00399288,0.001389868,0.0004827288,0.008733804,0.0008952948,0.00001833636,0.000006938434],"genre_scores_gemma":[0.00003542832,0.9955671,0.001597587,0.0002605646,0.0002056478,0.0008749347,0.001136969,0.00009176178,0.0002299502],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.170033,"threshold_uncertainty_score":0.9998687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06072251763880688,"score_gpt":0.3692322466819271,"score_spread":0.3085097290431202,"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."}}