{"id":"W4400113492","doi":"10.1080/00952990.2024.2360984","title":"Feasibility and effectiveness of extended-release buprenorphine (XR-BUP) among correctional populations: a systematic review","year":2024,"lang":"en","type":"review","venue":"The American Journal of Drug and Alcohol Abuse","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Public Health Ontario; University of Toronto; Canadian Centre on Substance Use and Addiction; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Buprenorphine; Dosing; Opioid use disorder; Medicine; Immediate release; Intensive care medicine; Opioid; Pharmacology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00171023,0.000433452,0.004175637,0.0002494138,0.00007193146,0.00002905091,0.0001648455,0.0000424675,0.000008030575],"category_scores_gemma":[0.0003192004,0.0002162828,0.0007020572,0.0005720471,0.0004265496,0.00007883237,0.00005404644,0.0005339836,0.000004562421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001655632,"about_ca_system_score_gemma":0.0002497464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000872534,"about_ca_topic_score_gemma":0.000004090017,"domain_scores_codex":[0.9965864,0.001159182,0.001355311,0.0002941603,0.0004326481,0.0001723218],"domain_scores_gemma":[0.9964485,0.0007217545,0.001915491,0.0004818578,0.0002381584,0.0001942623],"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":[0.000131202,0.0003522385,0.00112801,0.957698,0.001867765,0.00007554975,0.0004902771,0.000001142457,5.671275e-7,0.00002235671,0.0001007737,0.03813205],"study_design_scores_gemma":[0.0007637846,0.0005652837,0.00473552,0.950183,0.03979647,0.00278561,0.0004577656,0.00001128047,6.2133e-7,0.0001162482,0.000353853,0.0002305682],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07788679,0.9194304,0.00001110481,0.00005700733,0.0002215399,0.002326166,0.00004530706,0.00001382775,0.000007864536],"genre_scores_gemma":[0.03932493,0.9602782,0.00007520641,0.00004231183,0.00007504568,0.00009193714,0.00002042663,0.00004579842,0.00004621398],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04084774,"threshold_uncertainty_score":0.8819755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0355420233559368,"score_gpt":0.3568681767846628,"score_spread":0.321326153428726,"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."}}