{"id":"W4403137974","doi":"10.1111/ajad.13653","title":"Navigating new norms: Addiction specialists' perspectives on opioid use disorder treatments and policy challenges in the fentanyl era","year":2024,"lang":"en","type":"article","venue":"American Journal on Addictions","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Centre on Substance Use; University of British Columbia; Women and Children’s Health Research Institute; University of Alberta","funders":"National Center for Advancing Translational Sciences; National Institute on Drug Abuse; National Institutes of Health; Jazz Pharmaceuticals","keywords":"Opioid use disorder; Addiction; Methadone; Fentanyl; Medicine; Psychiatry; Respondent; Opioid; Addiction medicine; Buprenorphine; Psychology; Pharmacology; Political science; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001213006,0.0002736127,0.0002975749,0.0003204713,0.0003157058,0.0002019969,0.00008124404,0.00004296418,0.0001110366],"category_scores_gemma":[0.0001117849,0.0001782097,0.0001570541,0.000714516,0.0001637673,0.0002343891,0.00001651689,0.0009017564,0.00005387404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006906505,"about_ca_system_score_gemma":0.0002812066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001244889,"about_ca_topic_score_gemma":0.0001592869,"domain_scores_codex":[0.9984654,0.0001444797,0.0003002012,0.0003797471,0.0003970064,0.0003131263],"domain_scores_gemma":[0.9990819,0.0002790409,0.0001093646,0.0002685029,0.00004195936,0.0002192827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002645364,0.00141026,0.006751064,0.00001130223,0.0006823242,0.0002839005,0.06304958,0.00005395783,0.00003203972,0.003593209,0.001430659,0.9224372],"study_design_scores_gemma":[0.003141557,0.008278329,0.7687582,0.001900821,0.0006190009,0.001831702,0.1592637,0.0002004634,0.00001659089,0.000440219,0.0551653,0.0003841233],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462889,0.009188856,0.00006825224,0.04099632,0.0003495121,0.0005384866,0.00008189712,0.0001180682,0.002369727],"genre_scores_gemma":[0.9598693,0.03735106,0.0004788055,0.0006485991,0.001176814,0.00005754098,0.00003226917,0.00005181694,0.0003337586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.922053,"threshold_uncertainty_score":0.7267181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02466855810266072,"score_gpt":0.3320737761173924,"score_spread":0.3074052180147316,"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."}}