{"id":"W4389450748","doi":"10.1016/j.annemergmed.2023.10.010","title":"Social Determinants of Health and Pediatric Emergency Department Outcomes: A Systematic Review and Meta-Analysis of Observational Studies","year":2023,"lang":"en","type":"review","venue":"Annals of Emergency Medicine","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Alberta","funders":"","keywords":"Medicine; Socioeconomic status; Emergency department; Observational study; Social determinants of health; Social deprivation; Odds ratio; Health equity; Meta-analysis; Demography; Public health; Ethnic group; Epidemiology; Health care; Odds; Confidence interval; Pediatrics; Gerontology; Population; Environmental health; Logistic regression; Psychiatry; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.009518937,0.002526764,0.01405733,0.004557251,0.0006362755,0.002736458,0.001980415,0.002127744,0.002712855],"category_scores_gemma":[0.02819646,0.001578246,0.02989681,0.006543861,0.0008652667,0.001746626,0.001996788,0.001939226,0.0002269769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001647269,"about_ca_system_score_gemma":0.003883973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008419958,"about_ca_topic_score_gemma":0.02044611,"domain_scores_codex":[0.9927496,0.002505947,0.002698081,0.001033899,0.0007224049,0.000290199],"domain_scores_gemma":[0.9799755,0.01458849,0.003622491,0.0007063935,0.0008670714,0.000240063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001463812,0.00005426074,0.0183648,0.3296358,0.6354375,0.0001364426,0.0001336161,0.0003589976,0.0002008436,0.0001105747,0.0005570418,0.01354628],"study_design_scores_gemma":[0.0004471937,0.0001517461,0.01386179,0.0216541,0.9621457,0.0001179165,0.00009205581,0.0001210561,0.00008441517,0.0001705493,0.00112106,0.00003239498],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008395095,0.9901732,0.0004170953,0.00009969231,0.00008534481,0.0001301305,0.000590026,0.00001281185,0.00009665239],"genre_scores_gemma":[0.172458,0.8227628,0.002290393,0.0005957697,0.0001802355,0.0004932745,0.001029012,0.00002192593,0.0001685685],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01405733,"threshold_uncertainty_score":0.05034155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9188228237731078,"score_gpt":0.6925685378756966,"score_spread":0.2262542858974111,"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."}}