{"id":"W4405250010","doi":"10.1097/pec.0000000000003308","title":"Impact of the Amount of Intravenous Glucose Administration on Hospitalization for Acute Gastroenteritis in a Pediatric Emergency Department","year":2025,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Emergency department; Acute gastroenteritis; Emergency medicine; Administration (probate law); Medical emergency; Intensive care medicine; Pediatrics; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001587564,0.0002021574,0.000462723,0.0003581695,0.00005399775,0.000002487133,0.0001935529,0.0001019217,0.0001124377],"category_scores_gemma":[0.000432128,0.0001561439,0.0004397206,0.0007871395,0.00002798278,0.00005563176,0.00006276828,0.0001550948,0.000001488062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002382071,"about_ca_system_score_gemma":0.0003228331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001420185,"about_ca_topic_score_gemma":0.0002579936,"domain_scores_codex":[0.9978846,0.0001239146,0.0009539822,0.000315308,0.0002788664,0.0004432711],"domain_scores_gemma":[0.9988533,0.00001636251,0.0002983146,0.0003378273,0.0003910364,0.0001031998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008610731,0.0004664929,0.9915699,0.0006895259,0.00008962175,0.000006548359,0.0001818522,0.00007662211,0.0004085188,0.00005425336,0.004601777,0.0009938561],"study_design_scores_gemma":[0.001292403,0.005048964,0.9926338,0.00002891025,0.0003329554,0.000004674924,0.0000946501,0.00007788964,0.0002668407,0.0001147369,0.00002651671,0.00007762204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942942,0.002215534,0.0005621274,0.000247555,0.0006630347,0.001364346,0.0004536119,0.00001329373,0.0001863575],"genre_scores_gemma":[0.983637,0.01539439,0.000135218,0.00001748769,0.0002525515,0.0002026705,0.0002757839,0.0000170678,0.00006777816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01317886,"threshold_uncertainty_score":0.6367365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111613007410432,"score_gpt":0.3477367186670954,"score_spread":0.3365754179260522,"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."}}