{"id":"W4411176277","doi":"10.1016/j.foodcont.2025.111436","title":"Detection of foodborne viruses in berries – State of science and future considerations","year":2025,"lang":"en","type":"article","venue":"Food Control","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Rijksinstituut voor Volksgezondheid en Milieu; Rutgers, The State University of New Jersey; Health Canada; North Carolina State University","keywords":"Virology; Food science; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05108395,0.000783351,0.00153806,0.002253888,0.001301288,0.007100996,0.00399584,0.008055625,0.003778071],"category_scores_gemma":[0.02942242,0.0005422618,0.001432952,0.001898664,0.006932953,0.01516206,0.002504894,0.005190629,0.001817673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00293842,"about_ca_system_score_gemma":0.00938968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003635408,"about_ca_topic_score_gemma":0.004434626,"domain_scores_codex":[0.986299,0.005392252,0.001402232,0.002026737,0.004152223,0.0007276566],"domain_scores_gemma":[0.923741,0.04954163,0.003768744,0.002182949,0.01888494,0.001880826],"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":[0.0002529375,0.000217589,0.004037248,0.008595552,0.00006709494,0.0003635235,0.001860746,0.001361997,0.00663417,0.0227656,0.03305026,0.9207934],"study_design_scores_gemma":[0.00002678997,0.0009134936,0.005968807,0.01502986,0.0001520193,0.001152219,0.006833502,0.002198469,0.005919828,0.05983185,0.9017248,0.0002482638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005579982,0.8263165,0.008869393,0.1478591,0.003317936,0.00007167148,0.0001934765,0.0001152611,0.007676713],"genre_scores_gemma":[0.05460476,0.8710568,0.03217633,0.03152865,0.006822569,0.0001572124,0.0004652789,0.00007619287,0.003112187],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05108395,"threshold_uncertainty_score":0.270161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01623979933672094,"score_gpt":0.3037910813123966,"score_spread":0.2875512819756757,"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."}}