{"id":"W4396670538","doi":"10.1001/jamainternmed.2024.1214","title":"Examining Safer Opioid Supply Policies","year":2024,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Family medicine; Otorhinolaryngology; 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":[0.01689931,0.0001641707,0.0002421465,0.001969789,0.002798666,0.004404071,0.001124104,0.002569796,0.03302322],"category_scores_gemma":[0.1091322,0.0004176312,0.0004319081,0.002180859,0.001770767,0.007658329,0.002461508,0.004596206,0.00259507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00496746,"about_ca_system_score_gemma":0.01852718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02895535,"about_ca_topic_score_gemma":0.05044628,"domain_scores_codex":[0.9902394,0.004117206,0.0006525683,0.0003553794,0.002935865,0.001699598],"domain_scores_gemma":[0.8857456,0.07386938,0.0163458,0.003869761,0.01496596,0.005203381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003999193,0.001539316,0.2875839,0.0006257881,0.0000990662,0.0004780491,0.007849051,0.001261361,0.0001881403,0.1599548,0.3109348,0.2290858],"study_design_scores_gemma":[0.0003366334,0.0008407293,0.3460169,0.004831198,0.0001733834,0.0005355375,0.05868135,0.005699303,0.001205669,0.1018588,0.4796801,0.0001404166],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3101987,0.007491373,0.003585406,0.3362314,0.001129441,0.0005277286,0.003623194,0.0001978577,0.3370149],"genre_scores_gemma":[0.9108543,0.007152305,0.004023489,0.04765061,0.0006288127,0.0005495524,0.001052418,0.000111694,0.02797688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03302322,"threshold_uncertainty_score":0.1104736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02586282497661564,"score_gpt":0.311668014751047,"score_spread":0.2858051897744314,"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."}}