{"id":"W6977748794","doi":"10.6084/m9.figshare.c.7664914.v1","title":"Opioid consumption frequency and its associations with potential life problems during opioid agonist treatment in individuals with prescription-type opioid use disorder: exploratory results from the OPTIMA Study","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Centre on Substance Use; University of British Columbia; University of Toronto; Waypoint Centre for Mental Health Care; Centre for Addiction and Mental Health; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Opioid use disorder; Abstinence; Methadone; Opioid; Harm reduction; Methadone maintenance; Randomized controlled trial; Opiate Substitution Treatment","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":[0.003993198,0.0003995764,0.0007359865,0.0007829735,0.0003903625,0.0006338856,0.0003792851,0.0004545529,0.001277151],"category_scores_gemma":[0.005313399,0.0003776608,0.00175433,0.0006198278,0.0003432259,0.0004154961,0.0009621351,0.0006856593,0.0001700533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000286315,"about_ca_system_score_gemma":0.0004057219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002037456,"about_ca_topic_score_gemma":0.003530843,"domain_scores_codex":[0.9981555,0.001230176,0.0001490419,0.0001615032,0.0002052066,0.00009843762],"domain_scores_gemma":[0.9946694,0.002393099,0.0018626,0.0002898333,0.000310938,0.0004742202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01639203,0.00227301,0.9655532,0.000359587,0.002139736,0.00006949638,0.0006271545,0.0001704375,0.0004601533,0.00004268681,0.0002757491,0.01163682],"study_design_scores_gemma":[0.0006741054,0.004853914,0.9924286,0.00004207632,0.0008434828,0.000093101,0.0003844974,0.0003285229,0.00009791269,0.0000426117,0.00019462,0.00001662438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989167,0.0004251152,0.00006577536,0.00002711464,0.000003218778,0.00007016201,0.0003236656,0.000002285324,0.0001660009],"genre_scores_gemma":[0.9987891,0.0001628763,0.0002906189,0.00002995672,0.00001233438,0.0001461871,0.0003893491,0.0000019976,0.0001775794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003993198,"threshold_uncertainty_score":0.02111828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02925361293131758,"score_gpt":0.2269110559861144,"score_spread":0.1976574430547968,"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."}}