{"id":"W2972005296","doi":"10.1177/1925362119851124","title":"Opioid-Related Deaths in Eastern Ontario from 2011 to 2016","year":2019,"lang":"en","type":"article","venue":"Academic Forensic Pathology","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Opioid; Forensic toxicology; Poison control; Hydromorphone; Cause of death; Fentanyl; Oxycodone; Injury prevention; Emergency medicine; Internal medicine; Anesthesia; Disease","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":[0.0003773441,0.0003160314,0.0002674407,0.002038662,0.002213272,0.0009736542,0.0008538305,0.0002287297,0.002267042],"category_scores_gemma":[0.001416849,0.0002752589,0.0003798114,0.003498954,0.0005493847,0.0004069341,0.001171494,0.0004032606,0.0003274385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02596179,"about_ca_system_score_gemma":0.0258984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9789397,"about_ca_topic_score_gemma":0.9933056,"domain_scores_codex":[0.9992532,0.00003008186,0.00007402245,0.00007318001,0.000370995,0.0001986085],"domain_scores_gemma":[0.9980262,0.00004983023,0.0006039705,0.00004550762,0.001031624,0.0002428542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001247405,0.00002213859,0.9761835,0.000205145,0.00006824118,0.0006973554,0.001764119,0.0001778248,0.0003210659,0.0001505112,0.005281044,0.01500435],"study_design_scores_gemma":[0.000004309289,0.0000182285,0.9902393,0.00009509241,0.00002833146,0.0003237794,0.001898624,0.000100083,0.0001134495,0.0000275454,0.007140208,0.00001097585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592337,0.003859681,0.0002108701,0.0008585383,0.00006091947,0.0001426441,0.02411474,0.00005163108,0.01146734],"genre_scores_gemma":[0.977119,0.004948226,0.0003612281,0.0004180178,0.00004339744,0.0000540861,0.009411232,0.00001672198,0.007628051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02596179,"threshold_uncertainty_score":0.1883669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01376163518666448,"score_gpt":0.2652065045384494,"score_spread":0.2514448693517849,"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."}}