{"id":"W3004401657","doi":"10.1007/s11908-020-0713-6","title":"Acute Infectious Diarrhea and Gastroenteritis in Children","year":2020,"lang":"en","type":"review","venue":"Current Infectious Disease Reports","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Intensive care medicine; Diarrhea; Rotavirus; Vomiting; Etiology; Psychological intervention; Disease; Ondansetron; Pediatrics; Internal medicine; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003691474,0.0007495446,0.003239576,0.0005826835,0.00009010296,0.00007835987,0.000096627,0.0002442512,0.00009472021],"category_scores_gemma":[0.001205594,0.0006723472,0.0008663271,0.0004595909,0.0001547529,0.0001287748,0.000348675,0.001489616,0.00005824032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007074979,"about_ca_system_score_gemma":0.0006458329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005517174,"about_ca_topic_score_gemma":0.00001695602,"domain_scores_codex":[0.9953628,0.0004538608,0.001483389,0.001235116,0.0004220261,0.001042829],"domain_scores_gemma":[0.9968278,0.00004258392,0.0006549825,0.000613917,0.00009155883,0.001769138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004114087,0.0003115666,0.4850829,0.007600446,0.0005184822,0.006499742,0.000003852387,2.238094e-7,1.409557e-7,0.000002455212,0.002144224,0.4977949],"study_design_scores_gemma":[0.001155306,0.0007304994,0.03782507,0.01706199,0.002414813,0.0355287,6.145205e-7,0.000006533195,5.862965e-8,0.00008205265,0.9047213,0.0004731073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01101858,0.9849426,0.00003383094,0.0001145295,0.000781079,0.002518862,0.000217315,0.0002218007,0.0001514138],"genre_scores_gemma":[0.008940954,0.9884004,0.000009322175,0.0001083552,0.0006527349,0.000712747,0.00102476,0.000106632,0.00004409012],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.902577,"threshold_uncertainty_score":0.9995728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02585640803355323,"score_gpt":0.3601899110438719,"score_spread":0.3343335030103187,"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."}}