{"id":"W3212445624","doi":"10.24095/hpcdp.42.2.02","title":"Suicide and drug toxicity mortality in the first year of the COVID-19 pandemic: use of medical examiner data for public health in Nova Scotia","year":2021,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Hospital; Public Health Agency of Canada","funders":"","keywords":"Nova scotia; Pandemic; Medicine; Public health; Harm reduction; Occupational safety and health; Medical emergency; Coronavirus disease 2019 (COVID-19); Suicide prevention; Environmental health; Poison control; Family medicine; Emergency medicine; Geography; Disease; Nursing; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003926306,0.0002471975,0.0002921514,0.002177631,0.000845032,0.0009761699,0.0009691409,0.0003782841,0.001013202],"category_scores_gemma":[0.02093389,0.0002532413,0.0003223929,0.003153615,0.000641087,0.0002771438,0.001422652,0.0006216295,0.0001531863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0157098,"about_ca_system_score_gemma":0.01574108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9574385,"about_ca_topic_score_gemma":0.9526504,"domain_scores_codex":[0.9973387,0.0009724664,0.0003217309,0.0002791093,0.0007544668,0.0003335348],"domain_scores_gemma":[0.9843467,0.003391162,0.006353668,0.0007850807,0.003475422,0.001647885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005688216,0.00001018752,0.9950036,0.00007110494,0.00002916713,0.00008816687,0.0004055336,0.000165107,0.00005011281,0.00003039246,0.0009895167,0.003100242],"study_design_scores_gemma":[0.000003390328,0.00001780419,0.9987189,0.00005613486,0.00001053151,0.00002918781,0.0005099949,0.0003013003,0.00003102235,0.000008023228,0.000309588,0.000004073911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836727,0.001779795,0.0002030052,0.001643422,0.00003598085,0.0002007283,0.009382117,0.0000250383,0.003057255],"genre_scores_gemma":[0.9965724,0.000611186,0.0002288939,0.0001607341,0.00001179008,0.0000367027,0.00201766,0.000002911157,0.0003578371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04256147,"threshold_uncertainty_score":0.1139832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3303043717974809,"score_gpt":0.4659724669632706,"score_spread":0.1356680951657897,"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."}}