{"id":"W2981134481","doi":"10.1111/ajad.12964","title":"Case Series: Limited Opioid Withdrawal With Use of Transdermal Buprenorphine to Bridge to Sublingual Buprenorphine in Hospitalized Patients","year":2019,"lang":"en","type":"article","venue":"American Journal on Addictions","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Toronto; Centre for Addiction and Mental Health; St. Michael's Hospital","funders":"National Institute on Drug Abuse","keywords":"Buprenorphine; Medicine; Transdermal; Opioid; Anesthesia; Opioid use disorder; Retrospective cohort study; Surgery; Internal medicine; Pharmacology","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":[0.00009131269,0.0003461576,0.0007278431,0.0008635611,0.0001057398,0.00004873959,0.0001091484,0.00004776318,0.0002914933],"category_scores_gemma":[0.0001058954,0.0002754921,0.0001432955,0.00159108,0.0001096483,0.0002835839,0.00003110281,0.0004268013,0.00006578261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002625948,"about_ca_system_score_gemma":0.0002675985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133201,"about_ca_topic_score_gemma":0.0002119878,"domain_scores_codex":[0.9978713,0.00008292533,0.0006411686,0.000401388,0.0005421441,0.0004610457],"domain_scores_gemma":[0.9981247,0.00008752338,0.0002590728,0.0004661927,0.0004059294,0.0006565766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01067349,0.004763632,0.9496257,0.00004337019,0.0006611074,0.002872718,0.01161503,0.006401861,0.0005854952,0.00003073213,0.001200764,0.01152613],"study_design_scores_gemma":[0.009504965,0.03673062,0.9407822,0.0006024158,0.0002987944,0.005382309,0.001384671,0.00009805193,0.0003219513,0.000002862905,0.004444637,0.0004465213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995845,0.00001233944,0.0002329433,0.002041952,0.0002147375,0.001172264,0.0003228774,0.00005312035,0.0001047764],"genre_scores_gemma":[0.9941378,0.00003202624,0.004170239,0.001045775,0.00008720846,0.00005449306,0.0001042372,0.00007326768,0.0002949706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03196698,"threshold_uncertainty_score":0.9999697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101044071482703,"score_gpt":0.2512429860978361,"score_spread":0.240232545383009,"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."}}