{"id":"W6939769605","doi":"10.6084/m9.figshare.9758342.v1","title":"Prevalence of fentanyl exposure and knowledge regarding the risk of its use among emergency department patients with active opioid use history at an urban medical center in Baltimore, Maryland","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fentanyl; Heroin; Opioid overdose; Emergency department; Polysubstance dependence; Opioid; Drug overdose","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003026498,0.0001537187,0.0001588443,0.0008736615,0.000465662,0.0004230582,0.0002976796,0.0003054345,0.001729249],"category_scores_gemma":[0.001020276,0.0002321714,0.0001478283,0.0008320783,0.000222918,0.0004578498,0.0004088694,0.0003581791,0.0002146152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005391812,"about_ca_system_score_gemma":0.0005205409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01733981,"about_ca_topic_score_gemma":0.02428723,"domain_scores_codex":[0.9996964,0.00006287903,0.00005085353,0.00006361998,0.00005148768,0.00007473809],"domain_scores_gemma":[0.9989887,0.0001358216,0.0004528868,0.00002736176,0.0001223627,0.0002729121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001186084,0.00004671787,0.9991166,0.000004657038,0.000006198335,0.00005975152,0.0001160616,0.00001003883,0.00007410478,0.000004575516,0.0001736683,0.000375759],"study_design_scores_gemma":[0.000002578251,0.0000448156,0.9991587,0.000004605,0.000004128939,0.0001154036,0.0004595288,0.00006199226,0.00002711924,0.000003007398,0.0001161896,0.000001941409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999153,0.00005121432,0.00002436661,0.00008557445,0.000002986275,0.00001189575,0.0003557961,0.000002383042,0.0003127617],"genre_scores_gemma":[0.999403,0.00005423232,0.0000518697,0.00007420014,0.000009029881,0.00001597979,0.000231693,6.855967e-7,0.0001592442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01733981,"threshold_uncertainty_score":0.03447777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183318074328467,"score_gpt":0.241966588092041,"score_spread":0.2236347806591943,"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."}}