{"id":"W1986297173","doi":"10.1542/peds.2008-1570","title":"Predictors of Outcomes in Pediatric Enteritis: A Prospective Cohort Study","year":2009,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"GlaxoSmithKline","keywords":"Medicine; Emergency department; Vomiting; Oral rehydration therapy; Enteritis; Pediatrics; Cohort; Logistic regression; Prospective cohort study; Emergency medicine; Cohort study; Internal medicine; Population","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":[0.0009999427,0.0005638255,0.0006508901,0.0008670334,0.0006137968,0.0008786275,0.00046198,0.0006028081,0.001141787],"category_scores_gemma":[0.003710902,0.0005858188,0.0006956537,0.001387287,0.0003718976,0.0008174524,0.0005639677,0.001125178,0.0002049361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004559329,"about_ca_system_score_gemma":0.0007407008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004446925,"about_ca_topic_score_gemma":0.003771379,"domain_scores_codex":[0.9991365,0.0001919536,0.00007808221,0.0002122843,0.0001875787,0.0001935541],"domain_scores_gemma":[0.9973654,0.0005202871,0.001276052,0.0001769707,0.0002173339,0.0004438621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005378885,0.00003245097,0.99949,0.000002276643,0.00001807878,0.00007798382,0.0000335829,0.00001623285,0.0000270284,0.000004238106,0.00004025645,0.0002040054],"study_design_scores_gemma":[0.00002386159,0.0003162421,0.9984196,0.000007872381,0.00002910364,0.000597406,0.0002324268,0.0002247642,0.00003418967,0.0000112251,0.00009799162,0.000005333134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996217,0.00006137254,0.00003769596,0.00001964066,0.000003138852,0.0000104912,0.0001827253,0.000001790247,0.00006136698],"genre_scores_gemma":[0.9992806,0.0001035377,0.0001095985,0.00001885441,0.000009798782,0.00003140102,0.0003954943,0.000002469921,0.00004822536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004446925,"threshold_uncertainty_score":0.008842051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361107934050588,"score_gpt":0.3135624359629539,"score_spread":0.299951356622448,"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."}}