{"id":"W4400575094","doi":"10.1016/j.drugalcdep.2023.110241","title":"Characterizing Methamphetamine Use Among Opioid Agonist Therapy-Seeking Adults With Prescription-Type Opioid Use Disorder in Canada","year":2024,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Calgary; Université de Montréal; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Opioid use disorder; Opioid; Methamphetamine; Medical prescription; Medicine; Agonist; Psychiatry; Buprenorphine; Pharmacology; Internal medicine; Receptor","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006376757,0.0002922135,0.000557782,0.001961964,0.004088475,0.001747035,0.001685666,0.0008198543,0.002176382],"category_scores_gemma":[0.002778813,0.0004291035,0.0008144531,0.004587029,0.0007150372,0.0005457162,0.001145189,0.001164518,0.0002267517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03210508,"about_ca_system_score_gemma":0.04856739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943403,"about_ca_topic_score_gemma":0.9981596,"domain_scores_codex":[0.9987691,0.00008847615,0.0001266881,0.0001290077,0.0004717938,0.000414803],"domain_scores_gemma":[0.9965044,0.0001669816,0.000544016,0.00004253775,0.001977618,0.0007643951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002393603,0.00004302584,0.9958482,0.0000305059,0.00003136654,0.00007894939,0.0005848702,0.00005116462,0.0001110491,0.00005314786,0.0006832393,0.002460573],"study_design_scores_gemma":[0.000006199797,0.00002563002,0.9951704,0.00006421706,0.00002988593,0.0001332695,0.003255258,0.0002940053,0.00006753144,0.00001805388,0.0009262539,0.000009264685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908072,0.001008914,0.0001467049,0.000863357,0.00002438862,0.0001477363,0.003569619,0.000009539422,0.003422553],"genre_scores_gemma":[0.9956563,0.0009427878,0.0003728915,0.0005288704,0.00001247739,0.00003783736,0.001268285,0.000007464152,0.001173159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03210508,"threshold_uncertainty_score":0.2329398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01712176543830472,"score_gpt":0.2473431955409014,"score_spread":0.2302214301025967,"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."}}