{"id":"W2114052638","doi":"10.1086/339807","title":"Epidemiology of Acute Viral Gastroenteritis in Children Hospitalized in Rouen, France","year":2002,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Epidemiology; Acute gastroenteritis; Pediatrics; Virology; Internal medicine","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":[0.0006764773,0.0002047645,0.00145984,0.0002323376,0.00002376655,0.000002371056,0.0001570647,0.0001882151,0.000399865],"category_scores_gemma":[0.004478463,0.0001877983,0.0004366232,0.0002382553,0.0006305481,0.000106803,0.0001093085,0.0005417105,0.00005348719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006465872,"about_ca_system_score_gemma":0.00002828725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002926142,"about_ca_topic_score_gemma":0.00005745734,"domain_scores_codex":[0.996076,0.0009953539,0.001548357,0.0005129596,0.0001256229,0.0007417367],"domain_scores_gemma":[0.9986492,0.000280189,0.0002292286,0.0003660349,0.00006173449,0.000413601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002542157,0.00164639,0.9932126,0.00003531674,0.0001497676,0.0001378833,0.000006520027,0.00001247037,0.00001346281,0.00003276163,0.001361475,0.003137143],"study_design_scores_gemma":[0.006284579,0.003052533,0.9891131,0.0001943383,0.00005784806,0.00007574509,0.000002668331,0.0004788104,0.00000155908,0.0005874917,0.00005414846,0.00009717054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960215,0.001783843,0.00009833539,0.001033549,0.0001646631,0.0005321677,0.0001231063,0.00005264866,0.0001902006],"genre_scores_gemma":[0.9931943,0.00413816,0.0001201842,0.002075441,0.0001856992,0.00008683719,0.00007221515,0.00002147087,0.0001057355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006030363,"threshold_uncertainty_score":0.7658191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03585276333854671,"score_gpt":0.3825510822775267,"score_spread":0.34669831893898,"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."}}