{"id":"W4206800397","doi":"10.9778/cmajo.20210056","title":"Pain-driven emergency department visits and food insecurity: a cross-sectional study linking Canadian survey and health administrative data","year":2022,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Toronto; St. Michael's Hospital; Manitoba Health","funders":"Canadian Institutes of Health Research","keywords":"Emergency department; Medicine; Cross-sectional study; Headaches; Confidence interval; Environmental health; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00317881,0.000597587,0.0008409903,0.002333272,0.003487827,0.002054305,0.002030026,0.0007881769,0.002245827],"category_scores_gemma":[0.006157119,0.000908253,0.001365601,0.009535339,0.0008563139,0.0007039755,0.001611211,0.001377196,0.0002969755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02351421,"about_ca_system_score_gemma":0.03306349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9938442,"about_ca_topic_score_gemma":0.9936946,"domain_scores_codex":[0.997332,0.0002714107,0.0002289425,0.0005008428,0.001014981,0.0006518633],"domain_scores_gemma":[0.9942176,0.0005175407,0.001376742,0.0003897825,0.002678719,0.0008196641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003583679,0.00002694973,0.997237,0.00004917321,0.000139258,0.00003658218,0.0002955591,0.00005282146,0.00004405076,0.00005291418,0.0009686885,0.001061285],"study_design_scores_gemma":[0.000008982031,0.00001429324,0.9986016,0.00003867431,0.00004765126,0.00003958136,0.0004218193,0.0001960138,0.00001693156,0.00001311319,0.0005909263,0.00001051151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703147,0.001462027,0.0003995414,0.0005696072,0.00003051594,0.0002313295,0.02495058,0.00002770765,0.002014112],"genre_scores_gemma":[0.9871219,0.001066385,0.0007908139,0.0003616093,0.00001408723,0.0001259373,0.009901463,0.00001466772,0.0006031596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02351421,"threshold_uncertainty_score":0.1706083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5438984979221204,"score_gpt":0.547678451366749,"score_spread":0.003779953444628559,"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."}}