{"id":"W3047592323","doi":"10.1377/hlthaff.2019.01637","title":"Food Insecurity Is Associated With Higher Health Care Use And Costs Among Canadian Adults","year":2020,"lang":"en","type":"article","venue":"Health Affairs","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health; Vale (Canada); University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Odds; Health care; Environmental health; Public health; Acute care; Food insecurity; Medical Expenditure Panel Survey; Odds ratio; Food security; Ambulatory care; Gerontology; Logistic regression; Nursing; Health insurance","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000477812,0.0003372081,0.0006900123,0.0001995426,0.003009709,0.00003902234,0.0001857262,0.0003971804,0.0003542605],"category_scores_gemma":[0.0003166542,0.0003308519,0.00005442484,0.0006580012,0.0001195206,0.0003888883,0.00009332502,0.001424824,0.00009417238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002679547,"about_ca_system_score_gemma":0.005429576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5286097,"about_ca_topic_score_gemma":0.9465548,"domain_scores_codex":[0.9953634,0.0009326015,0.0008936586,0.0006785617,0.0004380104,0.001693789],"domain_scores_gemma":[0.9945383,0.0003170158,0.0006042061,0.0003550858,0.0003952109,0.003790154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002875639,0.00005947862,0.6939902,0.00192899,0.00006496868,0.00001581551,0.1637258,0.000003262615,3.186026e-8,0.003836687,0.1354627,0.0006245212],"study_design_scores_gemma":[0.004028285,0.003394148,0.8505336,0.002101502,0.00002402348,0.00000142178,0.04810016,0.0002825609,3.412854e-7,0.00005105662,0.09092777,0.000555148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8140844,0.002501898,0.000005385288,0.1736449,0.000672701,0.003675026,0.002965791,0.0003691728,0.002080785],"genre_scores_gemma":[0.9306517,0.0003265265,0.0001901064,0.06788509,0.0002034349,0.0001239284,0.0004865715,0.00006080608,0.000071866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4179451,"threshold_uncertainty_score":0.9999143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1186057854456835,"score_gpt":0.3690778768506192,"score_spread":0.2504720914049356,"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."}}