{"id":"W2750610055","doi":"10.1093/ofid/ofx163.880","title":"High Genetic Variability of Norovirus Leads to Diagnostic Test Challenges","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Calgary; University of Alberta","funders":"","keywords":"Norovirus; Genotype; Multiplex; Veterinary medicine; Medicine; Feces; Caliciviridae; Biology; Acute gastroenteritis; Virology; Virus; Microbiology; Genetics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0002788835,0.0001718165,0.0005789808,0.00007238614,0.0002822356,0.00008251462,0.0005309384,0.00006742515,0.0003511116],"category_scores_gemma":[0.02702941,0.0001483942,0.0001230932,0.00004424992,0.0002609202,0.000175265,0.0007693518,0.0001266478,0.0001445705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000740297,"about_ca_system_score_gemma":0.0001222828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002087114,"about_ca_topic_score_gemma":0.001128952,"domain_scores_codex":[0.9984266,0.0001384193,0.0003301718,0.0004075695,0.0001834267,0.0005138322],"domain_scores_gemma":[0.9975969,0.0005066984,0.0001503144,0.001050824,0.0001590438,0.0005362008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002053316,0.0007849052,0.9716686,0.0001333343,0.00004944139,0.00006338445,0.00001110171,0.0000174637,0.0004001728,0.0004068935,0.003748539,0.02251084],"study_design_scores_gemma":[0.001375432,0.002918995,0.9915009,0.0001509736,0.00007330249,0.00003908557,0.00001578398,0.00001319232,0.0001348412,0.002344275,0.001320354,0.0001128722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823096,0.0004193188,0.0001110707,0.007335245,0.0002105863,0.00116342,0.0002249893,0.00004153405,0.008184182],"genre_scores_gemma":[0.9974617,0.0009778921,0.0002565321,0.0007182561,0.000114299,0.0002359224,0.00002095486,0.00002333018,0.0001911119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02675052,"threshold_uncertainty_score":0.9811664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0293091345133169,"score_gpt":0.3408531557457382,"score_spread":0.3115440212324213,"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."}}