{"id":"W2995132257","doi":"10.1097/mpg.0000000000002584","title":"Effect of Definitions of Acute Gastroenteritis Episodes Using Symptom Diaries in Paediatric Cohorts","year":2019,"lang":"en","type":"review","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Children's Health Foundation; Australian Government; National Health and Medical Research Council; GlaxoSmithKline","keywords":"Medicine; Observational study; Pediatrics; Incidence (geometry); Cohort study; Cohort; Acute gastroenteritis; Vomiting; Prospective cohort study; Epidemiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01802517,0.001374528,0.005781874,0.005680192,0.0002405511,0.002148161,0.001799943,0.0008243282,0.002767383],"category_scores_gemma":[0.03859578,0.0006891684,0.00860708,0.005359919,0.0004613358,0.001502941,0.001419337,0.001445273,0.0002564022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380908,"about_ca_system_score_gemma":0.002198652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006013826,"about_ca_topic_score_gemma":0.009454907,"domain_scores_codex":[0.9887623,0.00560143,0.002820655,0.001135456,0.001532639,0.0001475557],"domain_scores_gemma":[0.968622,0.02543429,0.003161999,0.0004121802,0.002096702,0.0002729549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.004384972,0.0001116943,0.0200689,0.4885287,0.06708765,0.0001281218,0.0005268873,0.0009438181,0.0002653002,0.001178803,0.003597421,0.4131778],"study_design_scores_gemma":[0.003026332,0.003004924,0.1640685,0.4501939,0.2596247,0.001340056,0.001643573,0.001219311,0.0011291,0.00238465,0.1120776,0.0002872713],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001908962,0.9971901,0.0001239087,0.0000877918,0.00008865622,0.00007275461,0.0002629825,0.000003239642,0.0002616778],"genre_scores_gemma":[0.02874372,0.9692417,0.0008083567,0.0001689422,0.0001056462,0.0001966333,0.0006003305,0.000008320314,0.0001262752],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01802517,"threshold_uncertainty_score":0.09532738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04705281186556597,"score_gpt":0.3585100414215899,"score_spread":0.311457229556024,"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."}}