{"id":"W2947615845","doi":"10.1093/pch/pxz066.117","title":"118 Predictors of intravenous rehydration in children with acute gastroenteritis in the United States and Canada","year":2019,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Centre Hospitalier Universitaire Sainte-Justine; Dalhousie University; SickKids Foundation; University of Ottawa; Hospital for Sick Children","funders":"","keywords":"Medicine; Oral rehydration therapy; Emergency department; Acute gastroenteritis; Pediatrics; Logistic regression; Diarrhea; Ondansetron; Vomiting; Emergency medicine; Internal medicine; Population; Health services","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009108615,0.0002642245,0.0004263194,0.0009847985,0.001300615,0.0008472315,0.0008773349,0.0003653819,0.002602953],"category_scores_gemma":[0.0037659,0.000287343,0.0007599215,0.003492391,0.0005297642,0.0002929433,0.0007426019,0.0008980741,0.000146006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01413504,"about_ca_system_score_gemma":0.03194645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9696243,"about_ca_topic_score_gemma":0.9774837,"domain_scores_codex":[0.9987413,0.0001589522,0.0001612095,0.0001981474,0.0004013466,0.0003390262],"domain_scores_gemma":[0.9960673,0.0003108621,0.00115117,0.0000843544,0.001572185,0.0008140144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000379128,0.0000143902,0.9979647,0.00003539095,0.00002843974,0.00004251676,0.00006233048,0.00003182397,0.00001693519,0.00003794343,0.0006821154,0.001045473],"study_design_scores_gemma":[0.0000129701,0.00002647688,0.9979883,0.00008592421,0.00003565339,0.00008185211,0.0006672434,0.0002370295,0.00002944297,0.00001906009,0.0008107375,0.000005168838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806934,0.003294954,0.0001627513,0.001360328,0.00005856422,0.0001213132,0.009593579,0.00001190058,0.004703233],"genre_scores_gemma":[0.9954537,0.001521466,0.0003227054,0.0002414109,0.0000156669,0.00004887634,0.001980639,0.000005707755,0.0004097197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03037566,"threshold_uncertainty_score":0.1025574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005708669736982138,"score_gpt":0.2466034609493027,"score_spread":0.2408947912123206,"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."}}