{"id":"W4385876563","doi":"10.51731/cjht.2023.714","title":"Utilization of Opioid Agonist Therapies in Canada","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Buprenorphine; (+)-Naloxone; Methadone; Opioid use disorder; Medicine; Population; Opioid; Agonist; Public health; Pharmacology; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002219571,0.00008380147,0.0003388249,0.0007171944,0.00005776013,0.000004999825,0.0001313071,0.00005621566,0.00001456823],"category_scores_gemma":[0.0002224405,0.00006988846,0.00003360169,0.0007027683,0.00007651567,0.00003562867,0.000008470484,0.0001798604,0.000001724252],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224861,"about_ca_system_score_gemma":0.02155379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9282429,"about_ca_topic_score_gemma":0.9743239,"domain_scores_codex":[0.9989603,0.0000245809,0.0004819772,0.00007735231,0.0001531705,0.0003026454],"domain_scores_gemma":[0.9993874,0.00003452447,0.0002438807,0.0001686786,0.0001046167,0.00006092162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002299422,0.00002677013,0.4222107,0.000405599,0.00006224959,0.0004103003,0.001745468,0.00006038936,0.00004976508,0.0005509787,0.005604917,0.5688499],"study_design_scores_gemma":[0.001342543,0.0007504876,0.8791544,0.0008970313,0.00002096813,0.0001088668,0.05851588,0.00008247322,0.002233844,0.00229152,0.05446385,0.0001381542],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9258404,0.04096525,0.00001201286,0.03254066,0.0002463609,0.0002402224,0.00002669994,0.00003873293,0.00008965087],"genre_scores_gemma":[0.9967015,0.002901605,0.0001644139,0.0001816543,0.000002921136,0.000004562988,0.000009097461,0.00001035439,0.00002388934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5687118,"threshold_uncertainty_score":0.9839931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03982585123833438,"score_gpt":0.2987935455343681,"score_spread":0.2589676942960337,"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."}}