{"id":"W3127361520","doi":"10.1016/j.drugpo.2021.103131","title":"Understanding overdose incidents in Canadian federal custody","year":2021,"lang":"en","type":"article","venue":"International Journal of Drug Policy","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Medicine; Population; Opioid overdose; Drug overdose; Medical prescription; Incident report; Medical emergency; Poison control; Psychiatry; Environmental health; Opioid; Computer security; (+)-Naloxone; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004330832,0.0004457463,0.0004019559,0.006141406,0.02428791,0.008461471,0.003170922,0.0028113,0.009016499],"category_scores_gemma":[0.02117763,0.0006036527,0.0007102235,0.00757027,0.004284419,0.004281816,0.004165803,0.005587084,0.0003731491],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1883057,"about_ca_system_score_gemma":0.2487103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972152,"about_ca_topic_score_gemma":0.9986659,"domain_scores_codex":[0.9941158,0.0006899869,0.0002563402,0.0003716651,0.001727162,0.002839081],"domain_scores_gemma":[0.9821262,0.003166771,0.00277918,0.0002739743,0.008816127,0.002837711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001512512,0.0004273632,0.6521228,0.0003146795,0.00009462267,0.001221971,0.1680601,0.001567703,0.0002380293,0.04153545,0.0695847,0.06468129],"study_design_scores_gemma":[0.00001262459,0.00004214442,0.4443321,0.001228774,0.00006773914,0.0002535929,0.4713619,0.001932168,0.0002587522,0.004082757,0.07631834,0.0001090998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8299822,0.004101678,0.0009972639,0.083125,0.0003038496,0.000263889,0.002146684,0.0000392233,0.07904016],"genre_scores_gemma":[0.9853205,0.003257274,0.0006140746,0.004382038,0.00005727378,0.00005156044,0.0006078435,0.00002436719,0.005685028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1883057,"threshold_uncertainty_score":0.9414503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03877003304780659,"score_gpt":0.3474072364137908,"score_spread":0.3086372033659843,"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."}}