{"id":"W4207017656","doi":"10.1007/s12560-021-09507-8","title":"Detection and Sequencing of Multiple Human Norovirus Genotypes from Imported Frozen Raspberries Linked to Outbreaks in the Province of Quebec, Canada, in 2017","year":2022,"lang":"en","type":"article","venue":"Food and Environmental Virology","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Canadian Food Inspection Agency","funders":"Canadian Food Inspection Agency; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","keywords":"Norovirus; Amplicon; Outbreak; Biology; Capsid; Virology; Genotype; Multiplex; RNA extraction; Multiplex polymerase chain reaction; Polymerase chain reaction; RNA; Gene; Genetics; Virus","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000164256,0.00008170422,0.0002743001,0.00007281338,0.00006003657,0.000001556898,0.00007091224,0.00004360336,0.00003741161],"category_scores_gemma":[0.00004470696,0.0000687738,0.0000176238,0.00003257206,0.0001533495,0.00002519552,0.0001438203,0.0002046052,1.859559e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001486886,"about_ca_system_score_gemma":0.000045114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6390721,"about_ca_topic_score_gemma":0.9646244,"domain_scores_codex":[0.9990227,0.0002056359,0.000272704,0.0001916953,0.0001115262,0.0001957397],"domain_scores_gemma":[0.999702,0.00005029373,0.00007321909,0.0001187958,0.00000159638,0.00005405464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006159639,0.000059062,0.4032598,0.00001551056,0.00002278031,0.00006178635,0.0006412356,0.00009860823,0.5934016,0.000001695867,0.00006083529,0.00176117],"study_design_scores_gemma":[0.001213642,0.001667097,0.992941,0.000007614911,0.00001012749,0.000030005,0.001696927,0.0001942519,0.001838956,0.0000434776,0.0003093577,0.00004753434],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998598,0.0004066278,0.00001185473,0.0004650541,0.00002208476,0.0003029133,0.0001750726,0.000002023186,0.00001637985],"genre_scores_gemma":[0.9993325,0.00005574198,0.00003358696,0.0004216416,0.00001545764,0.00004003751,0.00007368718,0.000006051109,0.00002131462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5915626,"threshold_uncertainty_score":0.3633314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01715278103254276,"score_gpt":0.2361878131683184,"score_spread":0.2190350321357756,"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."}}