{"id":"W4304207094","doi":"10.1101/2022.10.08.22280845","title":"Trends in opioid seizure data and their association with opioid mortality","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Fentanyl; Heroin; Opioid; Medicine; Opioid overdose; Anesthesia; Psychiatry; Drug; Internal medicine; (+)-Naloxone","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":[0.001486988,0.0002626988,0.0002840645,0.003461906,0.0002750116,0.0009250353,0.0005664218,0.0002166731,0.002369052],"category_scores_gemma":[0.0110277,0.0001761711,0.00057491,0.004874146,0.0002436409,0.0006748549,0.0009842555,0.0007027274,0.0006566923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008694121,"about_ca_system_score_gemma":0.001046242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04493891,"about_ca_topic_score_gemma":0.05392483,"domain_scores_codex":[0.9980555,0.0003570761,0.0004628483,0.0004489414,0.0004387701,0.0002369666],"domain_scores_gemma":[0.9888171,0.002470422,0.005023152,0.0005281055,0.002777211,0.0003840912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003680262,0.00001163146,0.9941258,0.00006736155,0.00007539145,0.00002813467,0.0000556465,0.0003837661,0.00006259237,0.0001180139,0.002211985,0.00282278],"study_design_scores_gemma":[0.000005595425,0.00002314731,0.9921725,0.00007645862,0.00004857638,0.0001189103,0.0003569142,0.002027266,0.0002986479,0.0001457908,0.004715464,0.00001071401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.845176,0.001628927,0.002296932,0.001439577,0.00008881067,0.00008838566,0.1446864,0.0001873219,0.004407696],"genre_scores_gemma":[0.9302962,0.0007238308,0.001481855,0.0002085163,0.00007749391,0.0001147059,0.06603758,0.00004905308,0.001010784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04493891,"threshold_uncertainty_score":0.08935469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03845182919610565,"score_gpt":0.3157384123989774,"score_spread":0.2772865832028718,"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."}}