{"id":"W4382895052","doi":"10.1080/10550887.2023.2229609","title":"Buprenorphine/naloxone micro-induction in a tertiary care hospital: a retrospective cohort analysis","year":2023,"lang":"en","type":"article","venue":"Journal of Addictive Diseases","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Buprenorphine; (+)-Naloxone; Opioid use disorder; Retrospective cohort study; Abstinence; Opioid; Adverse effect; Cohort; Anesthesia; Regimen; Internal medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001046078,0.0002965206,0.0005014519,0.001241903,0.0008449117,0.0009663786,0.000511975,0.0003943793,0.001580221],"category_scores_gemma":[0.002709135,0.0005526,0.0005734846,0.001888174,0.0004067636,0.0006215525,0.0007560463,0.0006553793,0.0002876697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063757,"about_ca_system_score_gemma":0.001420264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008160366,"about_ca_topic_score_gemma":0.01004219,"domain_scores_codex":[0.9984376,0.0002631185,0.0002775133,0.0003942309,0.0003403642,0.0002870739],"domain_scores_gemma":[0.9955127,0.0006050773,0.002518045,0.0003550784,0.0004519075,0.0005572522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006943705,0.00003083737,0.9988357,0.000009289821,0.00002727825,0.0002104002,0.00008900856,0.00001385796,0.0001004313,0.000009417548,0.00005944733,0.0005447949],"study_design_scores_gemma":[0.00001490624,0.0004012765,0.9965927,0.0000247705,0.00004372928,0.001454254,0.0008637005,0.0002236949,0.0001468946,0.00001199834,0.0002127551,0.0000092182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991266,0.0001989002,0.0001084616,0.00002642424,0.00000377988,0.00003985622,0.0003214806,0.000003608604,0.0001708265],"genre_scores_gemma":[0.999255,0.0001419825,0.0001147692,0.00004215737,0.000009657812,0.00002737141,0.0003530632,0.000002886007,0.00005316931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008160366,"threshold_uncertainty_score":0.0162257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004549037222216193,"score_gpt":0.2569523066074893,"score_spread":0.2524032693852731,"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."}}