{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002165216,0.000277302,0.0004477272,0.0003803442,0.0000403943,0.000054638,0.0001529244,0.0001068216,0.002525412],"category_scores_gemma":[0.0003295053,0.0001838622,0.00009726757,0.0002927652,0.0001628515,0.0001376102,0.00007960194,0.0004339058,0.0006165942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002062902,"about_ca_system_score_gemma":0.0001105261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001201705,"about_ca_topic_score_gemma":0.00001358602,"domain_scores_codex":[0.9982533,0.00002982646,0.0004294472,0.0003972893,0.0005197508,0.0003703354],"domain_scores_gemma":[0.999013,0.0002465331,0.00004388079,0.0003577837,0.00008691367,0.0002518708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001081826,0.0005989692,0.2176382,0.0025032,0.002002796,0.006716028,0.04740692,0.000005383074,0.03161205,0.007746799,0.3471841,0.3355038],"study_design_scores_gemma":[0.005758482,0.004393096,0.3985587,0.01354581,0.000806018,0.00185398,0.004800432,0.0008600584,0.007274451,0.001079684,0.560619,0.0004502548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8818297,0.01431028,0.0003803363,0.03425191,0.002263317,0.0004016884,0.00001877671,0.0003868247,0.06615719],"genre_scores_gemma":[0.9749256,0.000791418,0.0003590567,0.003759466,0.002312575,0.00004781323,0.00006557645,0.00006300076,0.01767553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3350535,"threshold_uncertainty_score":0.9983864,"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."}}