{"id":"W4321210547","doi":"10.1093/pch/pxac133","title":"Prevalence and characterization of food insecurity in a Canadian paediatric emergency department","year":2023,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster Children's Hospital","funders":"McMaster University","keywords":"Medicine; Food insecurity; Emergency department; Quarter (Canadian coin); Logistic regression; Family medicine; Pandemic; Demography; Environmental health; Food security; Pediatrics; Coronavirus disease 2019 (COVID-19); Nursing","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":[0.0009880145,0.0003903574,0.0003049431,0.002247778,0.001830109,0.0009985613,0.001679983,0.0005151991,0.002144989],"category_scores_gemma":[0.003838556,0.0003507874,0.0005257432,0.004139891,0.0006642527,0.000384826,0.001084141,0.0007233953,0.0001799835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0151398,"about_ca_system_score_gemma":0.01683283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9691404,"about_ca_topic_score_gemma":0.9724483,"domain_scores_codex":[0.9983156,0.0000854121,0.0001227001,0.0001772947,0.0008224698,0.0004765425],"domain_scores_gemma":[0.9979659,0.00008972621,0.0007123371,0.00003982116,0.0007536278,0.0004384597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001685296,0.00001159595,0.9968311,0.00002598502,0.00001455008,0.00007077298,0.0003568517,0.00003262346,0.00006385914,0.00003406009,0.0005772352,0.001964452],"study_design_scores_gemma":[0.000001538875,0.00001135596,0.99878,0.00002687244,0.000004062962,0.0001121051,0.0006000508,0.0001055633,0.00002096923,0.000005556256,0.0003276878,0.000004339068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912889,0.0007826337,0.000114664,0.0004514994,0.00001415201,0.00007511109,0.004515026,0.00001004625,0.002747945],"genre_scores_gemma":[0.997456,0.0005821941,0.000231097,0.00008595532,0.000006114978,0.00002575302,0.001353983,0.000002860869,0.0002559802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03085959,"threshold_uncertainty_score":0.1098474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06093710653448019,"score_gpt":0.368181589227693,"score_spread":0.3072444826932128,"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."}}