{"id":"W4224325462","doi":"10.3390/v14040762","title":"Spatial and Temporal Pattern of Norovirus Dispersal in an Oyster Growing Region in the Northeast Pacific","year":2022,"lang":"en","type":"article","venue":"Viruses","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia; Ministry of Agriculture; Vancouver Island University","funders":"Genome British Columbia","keywords":"Oyster; Norovirus; Biological dispersal; Shellfish; Crassostrea; Contamination; Biology; Ecology; Environmental science; Fishery; Outbreak; Aquatic animal; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001566673,0.000181373,0.0001832881,0.0006581875,0.0003678837,0.0004445596,0.0002520699,0.0001699939,0.0004152331],"category_scores_gemma":[0.0004227041,0.0001391753,0.0002011086,0.0007212795,0.0002790169,0.0002768742,0.0004969081,0.0002135228,0.00006821868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004038544,"about_ca_system_score_gemma":0.0005335631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07386829,"about_ca_topic_score_gemma":0.1264487,"domain_scores_codex":[0.9998844,0.00000818588,0.000007873441,0.00005445164,0.00002221449,0.00002296886],"domain_scores_gemma":[0.9995696,0.00004255148,0.0001917652,0.00001526517,0.00009970037,0.00008114113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007263624,0.00001784042,0.9878182,0.00003809242,0.00002908515,0.000188199,0.0009722438,0.0001521076,0.007658233,0.0000225933,0.00007828321,0.002952405],"study_design_scores_gemma":[6.32516e-7,0.00001715128,0.9988291,0.000006416266,0.000007510474,0.00003380392,0.0006784119,0.0001667741,0.0001331632,0.000003949036,0.0001206234,0.000002390307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994198,0.0000582844,0.00005488948,0.000007686115,9.382994e-7,0.000004075615,0.0001936024,0.000002251782,0.0002583933],"genre_scores_gemma":[0.9988469,0.0001529041,0.0001972328,0.000008834058,0.000002220008,0.00001250098,0.0004782103,0.000001573741,0.0002994253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07386829,"threshold_uncertainty_score":0.1468766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05341244177400368,"score_gpt":0.3182479716544045,"score_spread":0.2648355298804009,"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."}}