{"id":"W2073308187","doi":"10.1016/j.vaccine.2003.10.029","title":"Hospitalisations for gastroenteritis: the role of rotavirus","year":2003,"lang":"en","type":"article","venue":"Vaccine","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Rotavirus; Medicine; Vomiting; Diarrhea; Rotavirus gastroenteritis; Acute gastroenteritis; Pediatrics; Reoviridae; Rotavirus Infections; 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":[0.0002621772,0.00007022633,0.0002143003,0.00004332628,0.00005120796,0.000004318562,0.00007163611,0.00002703763,0.0001744841],"category_scores_gemma":[0.0006373001,0.00004646606,0.0001062088,0.00007491209,0.00001909782,0.00003246215,0.00001577627,0.00007934,0.000008719761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001512471,"about_ca_system_score_gemma":0.00002620555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000339615,"about_ca_topic_score_gemma":0.00002233365,"domain_scores_codex":[0.9992319,0.00006535003,0.0002288448,0.000117864,0.0000821851,0.0002738198],"domain_scores_gemma":[0.9995163,0.00003014872,0.00005139774,0.0002154162,0.00009947123,0.00008725499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001129118,0.0004528334,0.8686236,0.000117365,0.0002306869,0.00001115825,0.0001318713,0.0000160147,0.07833083,0.01326607,0.023633,0.01405746],"study_design_scores_gemma":[0.01036237,0.007987655,0.549562,0.0002297623,0.0001706748,0.0005404363,0.001264707,0.0006776246,0.02372134,0.008557055,0.3967358,0.0001905076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903244,0.001161898,0.002286063,0.003366745,0.00009031939,0.0007978517,0.00006296014,0.00002385611,0.001885871],"genre_scores_gemma":[0.9964629,0.000113573,0.002503028,0.0003756964,0.00007384957,0.0001115132,0.00002560158,0.0000113665,0.0003224951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3731028,"threshold_uncertainty_score":0.1910479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0164885629592102,"score_gpt":0.2974267167567703,"score_spread":0.2809381537975602,"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."}}