{"id":"W7023549045","doi":"","title":"Over Two-Thirds of Opioid Overdose Victims in Canada were Employed Before They Died","year":2023,"lang":"en","type":"article","venue":"Syracuse University Libraries (Syracuse University)","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Opioid overdose; (+)-Naloxone; Drug overdose; Opioid; Cause of death; Medical examiner; Poison control; Drug; Injury prevention","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000113569,0.0005599359,0.0009519722,0.001706606,0.000308509,0.00003576513,0.0007284931,0.0002462281,0.0004550214],"category_scores_gemma":[0.00008644885,0.000616561,0.0003077129,0.002721119,0.0002959359,0.001276193,0.000789998,0.0005420417,0.00007044495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001966763,"about_ca_system_score_gemma":0.004342745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4845877,"about_ca_topic_score_gemma":0.5955923,"domain_scores_codex":[0.9969972,0.0001831676,0.0003981626,0.0008157241,0.0007334379,0.0008723211],"domain_scores_gemma":[0.9978103,0.0002567338,0.0002781281,0.0009990075,0.0001753631,0.0004804439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003628229,0.001059711,0.9156925,0.0006263416,0.001308503,0.0126426,0.01665229,0.0007610272,0.0008820351,0.03504232,0.01028568,0.001418764],"study_design_scores_gemma":[0.02821821,0.001060088,0.7108498,0.0009127866,0.001336358,0.00004192606,0.07456741,0.001573693,0.002487785,0.0009759259,0.1762222,0.001753823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822775,0.00006085307,0.00001533126,0.001066334,0.0003153851,0.0008314218,0.0005424459,0.0003895492,0.01450122],"genre_scores_gemma":[0.9850571,0.0003894022,0.0003038429,0.0001657692,0.00005043375,6.356162e-7,0.0004325855,0.00007930667,0.01352097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2048427,"threshold_uncertainty_score":0.9996285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007887129804898791,"score_gpt":0.2026044310579911,"score_spread":0.1947173012530923,"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."}}