{"id":"W4412151537","doi":"10.1186/s12985-025-02862-z","title":"Molecular epidemiology, coinfection, and diversity of enteroviruses detected in respiratory samples collected from patients with influenza-like illness in Hangzhou, China, in 2023","year":2025,"lang":"en","type":"article","venue":"Virology Journal","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Coinfection; Virology; Epidemiology; Biology; China; Respiratory system; Molecular epidemiology; Respiratory illness; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Coronavirus disease 2019 (COVID-19); Virus; Medicine; Internal medicine; Genotype; Disease; Infectious disease (medical specialty); Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006283609,0.0001292066,0.0005078271,0.00129528,0.000146988,0.00000492389,0.00008938155,0.0002541388,0.00004720837],"category_scores_gemma":[0.0009679427,0.0001081624,0.00003448006,0.0008651341,0.0004128962,0.0000971058,0.0001845963,0.0008661114,0.000001239893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001547159,"about_ca_system_score_gemma":0.0001558842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004124045,"about_ca_topic_score_gemma":0.006911477,"domain_scores_codex":[0.9980873,0.0008215613,0.0004923157,0.0002268641,0.00008014031,0.0002917764],"domain_scores_gemma":[0.9992087,0.0003157534,0.0001467753,0.0001468699,0.0001300828,0.00005183254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001908753,0.0003206207,0.9912702,0.00001402336,0.0001137819,0.00005866462,0.0002192277,0.00009178607,0.005048479,0.00001369191,0.00005442446,0.0008863042],"study_design_scores_gemma":[0.007555726,0.0009003392,0.9899872,0.0001384378,0.00003043639,0.00001261545,0.00008653434,0.00004553465,0.0005974212,0.0004097187,0.0001602756,0.00007579394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979117,0.001276729,0.0001666368,0.0001892228,0.0001149837,0.0002717237,0.00001642265,0.000008424981,0.00004416005],"genre_scores_gemma":[0.9990296,0.0001793888,0.00005136893,0.0006976461,0.000007462567,0.00001274327,0.00000708832,0.000006642882,0.000008042622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005646972,"threshold_uncertainty_score":0.6234351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02635154288630182,"score_gpt":0.3066321613564809,"score_spread":0.2802806184701791,"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."}}