{"id":"W2106598208","doi":"10.1542/peds.2009-3270","title":"Evaluation of a Gastroenteritis Severity Score for Use in Outpatient Settings","year":2010,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Construct validity; Cronbach's alpha; Absenteeism; Severity of illness; Disease; Cohort; Intraclass correlation; Prospective cohort study; Proxy (statistics); Cohort study; Emergency department; Physical therapy; Internal medicine; Psychometrics; Psychiatry; Clinical psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002152005,0.00008431437,0.0002594136,0.0001771555,0.0000200268,0.000007538031,0.0000652214,0.00008499329,0.00004500197],"category_scores_gemma":[0.006699243,0.00008129012,0.00008611761,0.0001390855,0.00005494036,0.00009486073,0.00004394322,0.0002725684,0.000002583315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006809225,"about_ca_system_score_gemma":0.000136649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001390575,"about_ca_topic_score_gemma":0.0004521077,"domain_scores_codex":[0.9985363,0.0001208614,0.0003581013,0.0001988874,0.0004505243,0.0003352682],"domain_scores_gemma":[0.9988976,0.00006332882,0.0001067079,0.0001827665,0.0006197169,0.000129957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002722519,0.0001957688,0.9818273,0.0001556454,0.000007241003,0.000004616674,0.00004884153,0.000007948387,0.001869359,0.000008214705,0.002794697,0.01280808],"study_design_scores_gemma":[0.003929594,0.001240823,0.9837481,0.00004298385,0.00011618,0.00003745748,0.00004454685,0.009651747,0.0001363619,0.0002144652,0.0007757215,0.00006199117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978372,0.00005117375,0.0005557864,0.0004258396,0.0001819766,0.0007890507,0.0001065672,0.00001157256,0.00004083355],"genre_scores_gemma":[0.9894381,0.00006917821,0.009869612,0.0001865028,0.0002126585,0.0001032061,0.00008946218,0.00001154428,0.00001969859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01274608,"threshold_uncertainty_score":0.8020104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07087811860983066,"score_gpt":0.3556890568950912,"score_spread":0.2848109382852606,"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."}}