{"id":"W4283398993","doi":"10.3389/fmicb.2022.875164","title":"The Impact of COVID-19 Pandemic on Seafood Safety and Human Health","year":2022,"lang":"en","type":"review","venue":"Frontiers in Microbiology","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Population and Public Health; National Institute of Food and Agriculture; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; King Saud University; European Commission","keywords":"Pandemic; Food safety; Coronavirus disease 2019 (COVID-19); Human health; Environmental health; Coronavirus; Transmission (telecommunications); Traceability; Business; Food security; Risk analysis (engineering); Disease; Biology; Infectious disease (medical specialty); Medicine; Food science; Agriculture; Engineering; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001211297,0.0002852895,0.001286929,0.0000464985,0.0005558491,0.0000118608,0.0005416456,0.0002286456,0.0001912159],"category_scores_gemma":[0.00007575661,0.00008822898,0.0003630662,0.0003451005,0.0003165266,0.00001502282,0.000199197,0.0005545863,0.00000224025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005271133,"about_ca_system_score_gemma":0.0001796265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008303254,"about_ca_topic_score_gemma":0.001278047,"domain_scores_codex":[0.9971988,0.001258094,0.0006353396,0.0004314311,0.00004683798,0.0004294731],"domain_scores_gemma":[0.9987097,0.0005745291,0.0004689752,0.0001229941,0.000007928543,0.0001158934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009437545,0.00005748143,0.0005368851,0.0004075881,0.0001093844,0.000002739607,0.00005483565,0.000003710675,0.00004849872,0.0001225563,0.009970118,0.9885918],"study_design_scores_gemma":[0.0001437619,0.001610734,0.0003996493,0.0001535031,0.00001880004,0.00005561741,0.0001179806,2.790948e-7,1.140051e-7,0.0001342756,0.9972002,0.0001651064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008545709,0.9966317,0.000002035295,0.0003838152,0.0003128664,0.0006719479,0.001005553,0.00002079122,0.0001167442],"genre_scores_gemma":[0.0003517557,0.9983212,0.00001922541,0.0001829939,0.00005938603,0.00002938705,0.000913008,0.00000229355,0.0001206939],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9884267,"threshold_uncertainty_score":0.4275198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07128823407288302,"score_gpt":0.3462387552300698,"score_spread":0.2749505211571867,"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."}}