{"id":"W4408865550","doi":"10.31027/odprn.2020.02","title":"Preliminary patterns in circumstances surrounding opioid-related deaths in Ontario during the COVID-19 pandemic","year":2020,"lang":"en","type":"report","venue":"","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Government of Ontario","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Opioid epidemic; Virology; Geography; Opioid; Medicine; Internal medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0004015251,0.0001553194,0.0001685293,0.001039234,0.003321487,0.001314771,0.0006000815,0.0004243477,0.0029166],"category_scores_gemma":[0.002640839,0.0001931358,0.0002530642,0.001740432,0.001007315,0.0005245809,0.002055031,0.0006195534,0.0002648313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01572614,"about_ca_system_score_gemma":0.01515575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9290391,"about_ca_topic_score_gemma":0.9836041,"domain_scores_codex":[0.9992915,0.00006899678,0.00006305276,0.00005422007,0.0002328901,0.0002893653],"domain_scores_gemma":[0.9975218,0.0001397091,0.0009233863,0.00006070839,0.0007318156,0.000622634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002785876,0.00004264208,0.9066189,0.0002215256,0.00004806106,0.00179717,0.04061287,0.0004184982,0.001229623,0.0008403148,0.02383241,0.02405943],"study_design_scores_gemma":[0.000003037879,0.00002081971,0.9514583,0.00009199431,0.00000571589,0.000169391,0.03484008,0.00008009085,0.00008519751,0.00006693143,0.01315825,0.00002028791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562781,0.0007665235,0.0001882535,0.006397943,0.0000862477,0.0001797294,0.008275181,0.00004816063,0.02777992],"genre_scores_gemma":[0.9874606,0.001598105,0.0003063326,0.0007258997,0.00004694878,0.00008931499,0.003109906,0.00001540568,0.006647529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07096088,"threshold_uncertainty_score":0.1427575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06416353628305674,"score_gpt":0.3256586201712636,"score_spread":0.2614950838882069,"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."}}