{"id":"W4293335413","doi":"10.1007/s12560-022-09534-z","title":"Interactions Between Infectious Foodborne Viruses and Bacterial Biofilms Formed on Different Food Contact Surfaces","year":2022,"lang":"en","type":"article","venue":"Food and Environmental Virology","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Health Canada; Agriculture and Agri-Food Canada; Canadian Food Inspection Agency","keywords":"Biofilm; Norovirus; Rotavirus; Microbiology; Pseudomonas fluorescens; Food spoilage; Biology; Hepatitis a virus; Bacteria; Murine norovirus; Virus; Virology","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":[0.000113806,0.0002073926,0.0004569064,0.0001245314,0.0002890032,0.0000132436,0.00006295736,0.00007252824,0.000700785],"category_scores_gemma":[0.00003259891,0.0001786181,0.00007398125,0.00003239726,0.0001781389,0.00006714189,0.0002980381,0.0004186247,0.00001002882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001074436,"about_ca_system_score_gemma":0.000007653071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003495808,"about_ca_topic_score_gemma":0.00009157386,"domain_scores_codex":[0.9985436,0.0002400618,0.0002671875,0.0003788078,0.0001389178,0.000431493],"domain_scores_gemma":[0.9994314,0.000100977,0.00007703584,0.0001517334,0.000001939801,0.0002369442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002719239,0.0005351527,0.5793902,0.0000294981,0.0004409945,0.00002475478,0.0001553554,0.000006433811,0.4104791,0.00009028838,0.0004434922,0.005685427],"study_design_scores_gemma":[0.003782841,0.04829999,0.9326117,0.0000102269,0.0000734394,0.0003655093,0.0003125106,0.00003453781,0.002826123,0.0001728063,0.01134832,0.000161991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977014,0.000210459,0.00001380054,0.0008144915,0.000221089,0.0003452392,0.0005293671,0.00003329888,0.0001308195],"genre_scores_gemma":[0.9982789,0.0002883257,0.00001560718,0.0008238459,0.0001511334,0.0001059357,0.0002786892,0.00002247211,0.00003508141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.407653,"threshold_uncertainty_score":0.7673104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891287668583144,"score_gpt":0.2704490814004026,"score_spread":0.2415362047145712,"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."}}