{"id":"W4320917802","doi":"10.3390/foods12040826","title":"Impact of Capsid and Genomic Integrity Tests on Norovirus Extraction Recovery Rates","year":2023,"lang":"en","type":"article","venue":"Foods","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Canadian Food Inspection Agency","funders":"Canadian Food Inspection Agency","keywords":"Norovirus; Murine norovirus; Capsid; RNase P; RNA; RNA extraction; Virology; Virus quantification; Biology; Real-time polymerase chain reaction; Virus; Chemistry; Biochemistry; Gene","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":[0.000293458,0.00007698168,0.0002273638,0.0001374867,0.00002478798,0.000005308195,0.00003357689,0.00006475594,0.00008693741],"category_scores_gemma":[0.0006955519,0.00005815979,0.00008192717,0.0001087967,0.0000602249,0.00004698214,0.00003045078,0.0002415382,0.00007460698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000747083,"about_ca_system_score_gemma":0.00005302791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000685079,"about_ca_topic_score_gemma":0.00007972778,"domain_scores_codex":[0.9992968,0.00008058794,0.0001609874,0.0001478208,0.00007755314,0.0002362737],"domain_scores_gemma":[0.999593,0.00008097923,0.00004370547,0.0001289929,0.00003442349,0.0001189498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001700985,0.0001051849,0.6626927,0.00007567075,0.0001095454,0.00006200344,0.00004016497,0.00003684201,0.2900565,0.00001168479,0.01501693,0.03009182],"study_design_scores_gemma":[0.0005413168,0.005021669,0.9926175,0.00005300049,0.000008268663,0.000061435,0.00002055926,0.0002831669,0.0009303611,0.0001905512,0.0002364924,0.00003567416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985891,0.0001029768,0.0000167185,0.0004313008,0.00008477323,0.0001283873,0.00003948254,0.0000320717,0.0005751875],"genre_scores_gemma":[0.9987086,0.0005782741,0.0001532847,0.00007783784,0.00009687497,0.000007907512,0.0000438346,0.000009552678,0.0003238061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3299248,"threshold_uncertainty_score":0.2371687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07525065467633872,"score_gpt":0.4334840276104585,"score_spread":0.3582333729341197,"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."}}