{"id":"W4396937789","doi":"10.3390/foods13101527","title":"Impact of Nanoparticle-Based TiO2 Surfaces on Norovirus Capsids and Genome Integrity","year":2024,"lang":"en","type":"article","venue":"Foods","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Canadian Food Inspection Agency","funders":"Canadian Food Inspection Agency","keywords":"Norovirus; Capsid; Murine norovirus; Polystyrene; Nanoparticle; Chemistry; Virology; Virus; Materials science; Nanotechnology; Biology; Polymer; Organic chemistry","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":[0.0002995767,0.00009304124,0.0002496835,0.00009336494,0.00002060066,0.00001301901,0.0000445128,0.00005583855,0.0001933176],"category_scores_gemma":[0.0002098707,0.0000638576,0.00009952672,0.0001096499,0.0001318849,0.00003607911,0.00002431817,0.0002378633,0.00003612446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006499822,"about_ca_system_score_gemma":0.0001061004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004705468,"about_ca_topic_score_gemma":0.00004007648,"domain_scores_codex":[0.9991707,0.00009009752,0.0001736727,0.0001799029,0.0001201276,0.0002655661],"domain_scores_gemma":[0.9995751,0.00005382154,0.00001734105,0.0001445077,0.0000354834,0.0001737374],"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":[0.002031907,0.0003149858,0.3109465,0.000523371,0.0002972181,0.0002316075,0.0001590711,0.0001989877,0.6695802,0.0002118681,0.003298917,0.01220546],"study_design_scores_gemma":[0.001196281,0.01360046,0.9716256,0.000245243,0.00003788675,0.0000608125,0.00002430685,0.005236764,0.005342062,0.0001347101,0.002399609,0.00009631295],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972273,0.0009622463,0.00006580094,0.001013836,0.00005927169,0.0001306445,0.00007086064,0.00003882102,0.000431239],"genre_scores_gemma":[0.9992203,0.00007590543,0.0003258501,0.0001257173,0.00005516532,0.000006758648,0.00001890836,0.00001089567,0.0001604989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6642381,"threshold_uncertainty_score":0.2604038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05122951171769619,"score_gpt":0.3858505446658165,"score_spread":0.3346210329481203,"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."}}