{"id":"W2990112892","doi":"10.1002/jmv.25631","title":"Norovirus‐associated gastroenteritis, Pernambuco, Northeast Brazil, 2014‐2017","year":2019,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canarie","funders":"Fundação de Amparo à Ciência e Tecnologia do Estado de Pernambuco","keywords":"Norovirus; Epidemiology; Diarrhea; Feces; Vomiting; Outbreak; Molecular epidemiology; Genotype; Acute gastroenteritis; Medicine; Virology; Biology; Veterinary medicine; Pediatrics; Internal medicine; Microbiology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002405535,0.0002130476,0.001155236,0.0002636671,0.00005427035,0.00001604901,0.0005428136,0.0004223888,0.006594568],"category_scores_gemma":[0.002990662,0.0001618611,0.0004025199,0.00009631956,0.0003785895,0.0001422457,0.0001816724,0.001638612,0.0006309291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001338918,"about_ca_system_score_gemma":0.0003805083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006691071,"about_ca_topic_score_gemma":0.0001149029,"domain_scores_codex":[0.9958689,0.0005612351,0.001074384,0.0002726532,0.001345722,0.000877146],"domain_scores_gemma":[0.9976075,0.0001258061,0.0005176062,0.0002941263,0.00027579,0.001179209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002897334,0.0006639005,0.8478338,0.00006784854,0.0004005907,0.00395334,0.00004176105,0.000003945526,0.007203966,0.00005542822,0.1296173,0.007260819],"study_design_scores_gemma":[0.012179,0.01241631,0.8779853,0.0004779954,0.0001054301,0.02050348,0.0000994947,0.0005274708,0.00002739389,0.0001190389,0.07540718,0.0001518769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534579,0.001060307,0.0003590468,0.04312769,0.0009854261,0.0001728693,0.00001634009,0.00001893131,0.0008014934],"genre_scores_gemma":[0.9853929,0.003530282,0.0002675817,0.009420845,0.0007876351,0.000003464356,0.00002215381,0.00002833518,0.0005468635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05421014,"threshold_uncertainty_score":0.9943135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01559863403596781,"score_gpt":0.3378838761414458,"score_spread":0.322285242105478,"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."}}