{"id":"W3046603315","doi":"10.1177/2333794x20938938","title":"Low Income and Nonadherence to Health Supervision Visits Predispose Children to More Emergency Room Utilization","year":2020,"lang":"en","type":"article","venue":"Global Pediatric Health","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University","funders":"","keywords":"Medicine; Comorbidity; Odds ratio; Confidence interval; Logistic regression; Family medicine; Health care; Ambulatory; Household income; Medical record; Environmental health; Demographics; Demography; Psychiatry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008845331,0.0003301236,0.0006110069,0.0001669727,0.001818681,0.00001935512,0.0003333313,0.0002425851,0.0003418115],"category_scores_gemma":[0.0005526328,0.0003438953,0.0000619151,0.002141909,0.00001069262,0.0002447178,0.0004837904,0.0005711553,0.001188961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006120736,"about_ca_system_score_gemma":0.001990161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005216802,"about_ca_topic_score_gemma":0.001468749,"domain_scores_codex":[0.9951025,0.0006419851,0.001451702,0.0008479335,0.0006433281,0.001312572],"domain_scores_gemma":[0.9955676,0.00007570986,0.0003858909,0.0003887801,0.0002542656,0.003327766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001054689,0.0001117427,0.8926749,0.00152311,0.000008182855,0.0000015355,0.01105434,0.0001734545,3.4702e-7,0.001524261,0.08406309,0.008759526],"study_design_scores_gemma":[0.000725928,0.001094378,0.9916058,0.0001341182,0.000012714,0.000001758523,0.000911501,0.0005304875,1.490498e-7,0.0002828451,0.004414056,0.0002863037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8680171,0.00227785,0.003402952,0.1171207,0.00123831,0.005243182,0.00203892,0.0003567241,0.0003042879],"genre_scores_gemma":[0.9559608,0.002584273,0.001945321,0.03748453,0.001532445,0.0001020418,0.0003102427,0.00003261801,0.00004769232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09893082,"threshold_uncertainty_score":0.9999013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1148735655744433,"score_gpt":0.4501616283622582,"score_spread":0.3352880627878149,"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."}}