{"id":"W3206452813","doi":"10.1111/dar.13394","title":"Challenges with buprenorphine inductions in the context of the fentanyl overdose crisis: A case series","year":2021,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Centre on Substance Use; St. Paul's Hospital; University of British Columbia; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"National Institute on Drug Abuse; University of British Columbia; St. Paul's Foundation; Michael Smith Health Research BC; Health Research","keywords":"Fentanyl; Buprenorphine; Context (archaeology); Opioid; Opioid use disorder; (+)-Naloxone; Medicine; Anesthesia; Addiction; Opioid overdose; Morphine; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001636609,0.0001146044,0.0003144186,0.00001747986,0.00005963054,0.000007993307,0.00004949377,0.00001868145,0.0000302397],"category_scores_gemma":[0.00003678989,0.00005152039,0.00006700136,0.0002349813,0.00006000447,0.00004972477,0.00003475212,0.0001239476,0.000002271723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001428923,"about_ca_system_score_gemma":0.00007315907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001300955,"about_ca_topic_score_gemma":0.0008324766,"domain_scores_codex":[0.9992715,0.0001261647,0.0001925001,0.0001707178,0.0001417286,0.00009735869],"domain_scores_gemma":[0.9993874,0.00003804941,0.0000650203,0.0004157343,0.00006262626,0.00003117627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005286668,0.0103618,0.08021409,0.07695676,0.002982033,0.0206263,0.1851605,0.000003478903,0.0007389236,0.03381746,0.04541116,0.5431989],"study_design_scores_gemma":[0.01231256,0.0009168107,0.100809,0.05974351,0.005951659,0.09799629,0.4026926,0.00000578036,0.002719287,0.0008278633,0.3151568,0.0008678567],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3880087,0.5450879,1.329032e-7,0.06569922,0.00003000033,0.0005233811,0.00001288421,0.000006341945,0.0006314846],"genre_scores_gemma":[0.6818424,0.3162517,0.00002690752,0.001636571,0.00001505101,0.00007351898,0.000006194646,0.00000667708,0.0001409941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.542331,"threshold_uncertainty_score":0.210094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03960729362464166,"score_gpt":0.3035885811586289,"score_spread":0.2639812875339872,"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."}}