{"id":"W2808625126","doi":"10.24095/hpcdp.38.6.05","title":"At-a-glance - Impact of drug overdose-related deaths on life expectancy at birth in British Columbia","year":2018,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Global Health Care Issues","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Ministry of Health","funders":"","keywords":"Life expectancy; Socioeconomic status; Demography; Opioid overdose; Medicine; Expectancy theory; Drug overdose; Gerontology; Poison control; Environmental health; Opioid; Psychology; Population; Sociology; Internal medicine; (+)-Naloxone","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006871544,0.0001768915,0.0004846775,0.00009960218,0.0005749193,0.00001170282,0.0001261639,0.0001116625,0.005087094],"category_scores_gemma":[0.0001679898,0.0002486767,0.00007215814,0.0004514472,0.00008142055,0.0001231003,0.000114766,0.0003768301,0.00004568792],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01850553,"about_ca_system_score_gemma":0.01884412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9576598,"about_ca_topic_score_gemma":0.9994731,"domain_scores_codex":[0.9956611,0.001143497,0.001286208,0.0005291471,0.0004771292,0.0009029439],"domain_scores_gemma":[0.9978516,0.0001160115,0.0006347429,0.0003381025,0.0001463766,0.000913226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001803189,0.0003047711,0.9049095,0.0028213,0.00001651949,0.00002819034,0.0006977592,0.00002863809,0.000002920174,0.00005580405,0.08899357,0.001960686],"study_design_scores_gemma":[0.003137248,0.0005162186,0.9877684,0.004110771,0.000005553276,0.000002620107,0.0003084613,0.0005555558,0.000001001377,0.0004487313,0.002960786,0.000184673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905411,0.004350522,0.000002292169,0.001172902,0.0007588821,0.002158543,0.0004055752,0.00004321878,0.0005669582],"genre_scores_gemma":[0.9938609,0.001148839,0.00001043021,0.0005273956,0.0001168656,0.0002304443,0.0001239553,0.00003131192,0.003949853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08603279,"threshold_uncertainty_score":0.9999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0246058956454203,"score_gpt":0.3831079438532668,"score_spread":0.3585020482078465,"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."}}