{"id":"W2740272947","doi":"10.1542/peds.2017-0962","title":"Characteristics of Children Enrolled in Medicaid With High-Frequency Emergency Department Use","year":2017,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation; Alberta Children's Hospital; University of Calgary","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Emergency department; Medicaid; Confidence interval; Odds ratio; Retrospective cohort study; Pediatrics; Generalized estimating equation; Cohort; Internal medicine; Health care; Psychiatry","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":[0.0005723655,0.0001622652,0.0002267033,0.0008916996,0.0004609944,0.0005242842,0.0003575502,0.0004473101,0.001840582],"category_scores_gemma":[0.00224592,0.0002009003,0.0004591137,0.001225626,0.0002644193,0.000578426,0.0005488963,0.0007276883,0.0001185106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006338614,"about_ca_system_score_gemma":0.0009558899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01889346,"about_ca_topic_score_gemma":0.0224774,"domain_scores_codex":[0.9995039,0.00004948161,0.00005998026,0.00009015892,0.000149917,0.0001466794],"domain_scores_gemma":[0.9983558,0.0001708393,0.001052787,0.00004541662,0.0001019754,0.0002731507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000061341,0.00001488357,0.999526,0.000002856215,0.000006047264,0.0000436285,0.00004289533,0.00001151579,0.00001862191,0.000009715683,0.00009107801,0.0002266315],"study_design_scores_gemma":[0.000001347177,0.0000242086,0.9993027,0.000008513932,0.000003799838,0.0002582336,0.0002370723,0.00004610544,0.00001369305,0.000005808346,0.00009673277,0.000001735858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984836,0.000122219,0.00002387325,0.00009189008,0.000004823005,0.00001119129,0.000929854,0.000002776174,0.0003296669],"genre_scores_gemma":[0.9987191,0.0001261702,0.00005870359,0.0000527357,0.000007099935,0.00001729034,0.0009234407,0.00000182136,0.00009374136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01889346,"threshold_uncertainty_score":0.03756696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441195612848204,"score_gpt":0.2685013851297154,"score_spread":0.2540894290012334,"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."}}