{"id":"W3152720184","doi":"10.1001/jamanetworkopen.2021.6433","title":"Variables Associated With Intravenous Rehydration and Hospitalization in Children With Acute Gastroenteritis","year":2021,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Children's Hospital of Eastern Ontario; University of Ottawa; Université de Montréal; Izaak Walton Killam Health Centre; SickKids Foundation; University of Toronto; London Health Sciences Centre; Alberta Children's Hospital; Children’s Health Research Institute; Western University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Canadian Institutes of Health Research","keywords":"Medicine; Ondansetron; Vomiting; Acute gastroenteritis; Oral rehydration therapy; Pediatrics; Diarrhea; Emergency department; Randomized controlled trial; Clinical trial; Emergency medicine; Anesthesia; Internal medicine; Population; Health services","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003457345,0.0003935386,0.0009353653,0.0005595549,0.0003127231,0.0006233898,0.0004780363,0.0005664566,0.001399216],"category_scores_gemma":[0.01203747,0.00022105,0.002029174,0.001687233,0.0004893519,0.0003839497,0.0003336873,0.0009022321,0.00005446323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001067751,"about_ca_system_score_gemma":0.002594189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01125644,"about_ca_topic_score_gemma":0.0236938,"domain_scores_codex":[0.9958217,0.002198593,0.0006503327,0.0003900268,0.0006544633,0.00028487],"domain_scores_gemma":[0.9888753,0.004665047,0.004994276,0.0002679406,0.0006014806,0.0005961087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01132798,0.0004032717,0.9604276,0.002894495,0.005891675,0.0000698055,0.00007862468,0.000331585,0.0001968742,0.00008728544,0.001156734,0.0171341],"study_design_scores_gemma":[0.002296415,0.002892776,0.9882824,0.0007568731,0.003673831,0.0001490831,0.0001272809,0.0003925224,0.000197159,0.00006089205,0.001152609,0.00001832533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540362,0.0407187,0.0003072063,0.0007268941,0.0001127451,0.0003190229,0.002514676,0.0000116515,0.001252928],"genre_scores_gemma":[0.9929892,0.004608887,0.0006102169,0.0002692478,0.00008980915,0.0002356475,0.001087044,0.000003780572,0.0001061883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01125644,"threshold_uncertainty_score":0.0223819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009525099285454747,"score_gpt":0.2616317935994157,"score_spread":0.2521066943139609,"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."}}