{"id":"W4307935395","doi":"10.1136/jech-2022-219630","title":"Investigating the association between income inequality in youth and deaths of despair in Canada: a population-based cohort study from 2006 to 2019","year":2022,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; Public Health Ontario; University of Toronto; University of Alberta","funders":"Institute of Population and Public Health; Canadian Institutes of Health Research; Women and Children's Health Research Institute","keywords":"Medicine; Demography; Economic inequality; Population; Context (archaeology); Hazard ratio; Inequality; Census; Environmental health; Confidence interval; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001131189,0.000438108,0.0005674909,0.001861742,0.003117106,0.001030993,0.001329515,0.0005125939,0.0014747],"category_scores_gemma":[0.002412829,0.0003638649,0.001040088,0.004832369,0.0005833421,0.0003883807,0.001369603,0.001124338,0.0002105758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01814562,"about_ca_system_score_gemma":0.0312386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9902017,"about_ca_topic_score_gemma":0.9935481,"domain_scores_codex":[0.9991133,0.00006046257,0.00005491426,0.0001660042,0.0002527429,0.000352641],"domain_scores_gemma":[0.9979407,0.00006587384,0.0003459488,0.00009829506,0.001076083,0.0004731496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007864329,0.00003477798,0.9948739,0.00004683148,0.0001106037,0.00007406612,0.000433007,0.0001002041,0.00008411469,0.0001083598,0.001810291,0.002245137],"study_design_scores_gemma":[0.00001040635,0.00002595494,0.9977464,0.00004675192,0.00006234371,0.00004382614,0.0006534861,0.0002891532,0.00003813903,0.00003011808,0.001042564,0.00001098695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713001,0.001172904,0.0003986939,0.0006602754,0.00004064851,0.000172275,0.02450507,0.00001950091,0.001730529],"genre_scores_gemma":[0.9895141,0.0006899753,0.0005597043,0.0002608967,0.00001631808,0.00009614049,0.008107767,0.00000702361,0.0007479562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01814562,"threshold_uncertainty_score":0.1316562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1223343707606007,"score_gpt":0.4113469176499598,"score_spread":0.2890125468893591,"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."}}