{"id":"W2761192232","doi":"10.1016/j.jcv.2017.10.003","title":"High genetic variability of norovirus leads to diagnostic test challenges","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Virology","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; Provincial Laboratory of Public Health; Alberta Health Services; University of Calgary; University of Alberta","funders":"","keywords":"Norovirus; Test (biology); Virology; Genetics; Medicine; Biology; Virus","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":[0.01338257,0.0008382237,0.0007602655,0.001226592,0.0007269896,0.00278116,0.001449837,0.002146477,0.001907839],"category_scores_gemma":[0.05906183,0.000506189,0.0005062944,0.0006992822,0.00140125,0.001322143,0.00105982,0.002279427,0.0008428845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007086027,"about_ca_system_score_gemma":0.0007014956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001336073,"about_ca_topic_score_gemma":0.0009498354,"domain_scores_codex":[0.982617,0.006710629,0.001635103,0.002232451,0.005252526,0.001552275],"domain_scores_gemma":[0.9482192,0.04043464,0.004059137,0.002430275,0.003827751,0.001029019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007087888,0.0004012983,0.8653802,0.0002602507,0.0002489035,0.009065019,0.001981302,0.001477567,0.02655934,0.003984473,0.004580804,0.08535203],"study_design_scores_gemma":[0.0001228106,0.002300347,0.6739324,0.001329689,0.0008104795,0.1168064,0.01212201,0.02966317,0.07799947,0.04357373,0.04109979,0.0002396913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572397,0.003658214,0.01620432,0.01019875,0.0009677684,0.0001018649,0.000263305,0.000195534,0.0111705],"genre_scores_gemma":[0.9941999,0.0003779796,0.003286786,0.001519685,0.0002478773,0.00001432513,0.000110111,0.00003076247,0.0002127016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01338257,"threshold_uncertainty_score":0.07077461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1314961103035381,"score_gpt":0.4634027317116976,"score_spread":0.3319066214081595,"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."}}