{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002812025,0.0002991756,0.0001830502,0.0007604818,0.0003784134,0.0003859158,0.0001932718,0.0001822223,0.0007076596],"category_scores_gemma":[0.0009520226,0.0002074499,0.000238256,0.0008825777,0.0003088553,0.0002955519,0.0003631562,0.0002137883,0.00008415037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445361,"about_ca_system_score_gemma":0.001489721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1227558,"about_ca_topic_score_gemma":0.2149763,"domain_scores_codex":[0.9998108,0.00003053857,0.00003142931,0.00004578619,0.00004113813,0.00004037443],"domain_scores_gemma":[0.9997614,0.00002771078,0.0000958354,0.00001421521,0.00006300239,0.0000378433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001050233,0.00005506441,0.9634457,0.0003781385,0.00007138448,0.001664389,0.002289424,0.0001446543,0.004816302,0.0002746968,0.0008579627,0.02589725],"study_design_scores_gemma":[0.000007516006,0.00008156226,0.9922356,0.0001524603,0.00004141044,0.002127233,0.001869127,0.0001636146,0.0004282418,0.00008135887,0.002803119,0.000008761996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992363,0.002735588,0.000272965,0.0002646851,0.00002294632,0.00009253967,0.001550151,0.00002329874,0.002674904],"genre_scores_gemma":[0.9963408,0.001990427,0.000346743,0.0001233565,0.0000110567,0.00003140733,0.0006990761,0.000004356612,0.0004527586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1227558,"threshold_uncertainty_score":0.2440825,"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."}}