{"id":"W4409277217","doi":"10.1101/2025.04.07.647535","title":"Enteric Viruses and Free-Living Amoebae: Protozoa as Potential Reservoirs and Transport Vessels for human Norovirus and Adenovirus","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Research School, Ruhr University Bochum; National Research Foundation Singapore; Alberta Innovates; National Research Foundation","keywords":"Norovirus; Protozoa; Virology; Biology; Murine norovirus; Microbiology; Virus","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":[0.0002935396,0.0002234796,0.0001717563,0.0003365547,0.0003495627,0.000776761,0.0002173738,0.0004517841,0.0008478323],"category_scores_gemma":[0.000252899,0.0001203681,0.0001489112,0.0001490927,0.0004213222,0.0006861028,0.0005310025,0.0002034014,0.0001541844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000457037,"about_ca_system_score_gemma":0.0004274138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003242631,"about_ca_topic_score_gemma":0.003054228,"domain_scores_codex":[0.9998389,0.0000462328,0.000008634677,0.0000319362,0.00003344833,0.0000408381],"domain_scores_gemma":[0.9998454,0.00004015993,0.00003427894,0.00001115714,0.00003235674,0.0000366522],"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":[0.0004799704,0.00007220855,0.07143919,0.0007445791,0.00004336934,0.0006044411,0.0005793503,0.0002714912,0.8965477,0.002293425,0.0001542737,0.02676989],"study_design_scores_gemma":[0.00006419593,0.002617099,0.5391985,0.0003281625,0.0001740745,0.003639659,0.005858087,0.006147656,0.3977335,0.004618615,0.03956142,0.00005907079],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854003,0.008267572,0.003350707,0.0002011278,0.00002393444,0.00002608323,0.0001135161,0.00003208432,0.002584645],"genre_scores_gemma":[0.9951656,0.001595075,0.001859522,0.00002770256,0.00001041107,0.000009662243,0.0001025323,0.000003137715,0.001226364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003242631,"threshold_uncertainty_score":0.006447554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496142796860592,"score_gpt":0.2655058601106467,"score_spread":0.2505444321420408,"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."}}