{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003117112,0.0006314935,0.0008148891,0.002501863,0.0002274251,0.0006805346,0.000538687,0.0002745526,0.002295269],"category_scores_gemma":[0.01224013,0.0001799221,0.0007425674,0.001282346,0.000217053,0.0006012669,0.0008144761,0.0005473932,0.0004261227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004208295,"about_ca_system_score_gemma":0.0006987816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001414729,"about_ca_topic_score_gemma":0.002581146,"domain_scores_codex":[0.9974828,0.0009613014,0.0005155122,0.0002016649,0.0007202273,0.0001185661],"domain_scores_gemma":[0.9934542,0.001286026,0.002907258,0.0001973855,0.001649833,0.0005052788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004656954,0.0002629956,0.9625005,0.0001572233,0.0001592765,0.00008761309,0.0002170721,0.0002999517,0.00091995,0.00005210216,0.001376737,0.03350073],"study_design_scores_gemma":[0.00007556721,0.001017883,0.9960909,0.00005208663,0.00004109928,0.0002524968,0.0002207001,0.001079556,0.0004937936,0.00003022992,0.0006343209,0.00001124631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901143,0.0003631106,0.002391615,0.0001547511,0.00004514496,0.0006578678,0.00230988,0.0001072386,0.003856047],"genre_scores_gemma":[0.9882756,0.0002346788,0.007839797,0.0000394612,0.00004305458,0.000621882,0.00243567,0.00001622641,0.0004937861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003117112,"threshold_uncertainty_score":0.0164851,"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."}}