{"id":"W3035233423","doi":"10.1101/2020.06.15.20131839","title":"Steep increases in fentanyl-related mortality west of the Mississippi River: synthesizing recent evidence from county and state surveillance","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fentanyl; Medicine; Heroin; Medical examiner; Pill; Medical prescription; Quarter (Canadian coin); Population; Demography; Geography; Poison control; Environmental health; Injury prevention; Surgery; Archaeology","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":[0.001899401,0.0002792882,0.0002979011,0.004465288,0.0006622132,0.0008831548,0.0007236738,0.0003632566,0.001088125],"category_scores_gemma":[0.007837343,0.0002685697,0.0007587054,0.005807331,0.0002989256,0.0006304738,0.001272384,0.0005436199,0.0001436847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313236,"about_ca_system_score_gemma":0.002742267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1761726,"about_ca_topic_score_gemma":0.3588948,"domain_scores_codex":[0.9982146,0.0004780605,0.0003716351,0.0004954541,0.0002673455,0.0001729355],"domain_scores_gemma":[0.9923363,0.001652292,0.002800898,0.0004978711,0.002411027,0.0003016474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003178503,0.0000129392,0.9837193,0.0008291096,0.0005869825,0.0000657991,0.0005916703,0.0001278799,0.0001307318,0.0001181939,0.00343062,0.01035513],"study_design_scores_gemma":[0.000006579451,0.00002168406,0.9918683,0.0006771779,0.0003963004,0.00008595437,0.001434168,0.0002710131,0.000092211,0.0000637969,0.005071893,0.00001095738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9239862,0.02635835,0.00143996,0.002822471,0.0001348148,0.0001227939,0.04107329,0.00004955646,0.004012554],"genre_scores_gemma":[0.9778855,0.006826284,0.001227687,0.0008298343,0.0001007125,0.0001459403,0.01273915,0.00001266186,0.0002321852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1761726,"threshold_uncertainty_score":0.3502942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04265269484022132,"score_gpt":0.2940531880641696,"score_spread":0.2514004932239483,"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."}}