{"id":"W3189982382","doi":"10.3390/foods10081804","title":"Development of an RNA Extraction Protocol for Norovirus from Raw Oysters and Detection by qRT-PCR and Droplet-Digital RT-PCR","year":2021,"lang":"en","type":"article","venue":"Foods","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Health Canada","funders":"Health Canada","keywords":"Murine norovirus; Norovirus; Oyster; Trizol; RNA extraction; Digital polymerase chain reaction; RNA; Virology; Extraction (chemistry); Viral load; Chromatography; Lysis; Real-time polymerase chain reaction; Virus quantification; Biology; Reagent; Chemistry; Virus; Molecular biology; Polymerase chain reaction; Gene; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014916,0.0000995699,0.0002377521,0.00004390105,0.00006498602,0.00002851507,0.00002680323,0.00007707458,0.00002975706],"category_scores_gemma":[0.0001875456,0.00009103102,0.00003220263,0.00004558797,0.00005920776,0.0001712116,0.00003758366,0.0001021929,0.000001557566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004498151,"about_ca_system_score_gemma":0.00005739107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005507209,"about_ca_topic_score_gemma":0.000213926,"domain_scores_codex":[0.9990823,0.00004825053,0.0002791247,0.000257399,0.0001179151,0.0002150111],"domain_scores_gemma":[0.9995434,0.00003205516,0.00007407058,0.0001105909,0.00007162357,0.0001682842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001718849,0.0001646091,0.004827094,0.0002269349,0.00007264991,0.00001462753,0.0001699399,6.653887e-7,0.6737965,0.0000015145,0.0004820914,0.3185245],"study_design_scores_gemma":[0.01827355,0.008639384,0.1261156,0.0004559943,0.00006741289,0.000424736,0.001442338,0.00430796,0.6934682,0.0002760114,0.1460983,0.0004305632],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739055,0.00003284632,0.01289764,0.0001892744,0.00004704042,0.01276136,0.000046261,0.00002058556,0.00009947609],"genre_scores_gemma":[0.974328,0.000005589431,0.009588243,0.0001047351,0.0000947314,0.01557084,0.0001660394,0.00001693323,0.0001248207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.318094,"threshold_uncertainty_score":0.3712137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04417324545615942,"score_gpt":0.366688776974109,"score_spread":0.3225155315179496,"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."}}