{"id":"W3123142366","doi":"10.1098/rsos.202212","title":"Superinfection and the evolution of an initial asymptomatic stage","year":2021,"lang":"en","type":"article","venue":"Royal Society Open Science","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Fogarty International Center; Natural Sciences and Engineering Research Council of Canada; Science and Technology Directorate; Centers for Disease Control and Prevention; Wellcome Trust; National Institutes of Health; National Science Foundation; Microsoft; James S. McDonnell Foundation; Royal Society; U.S. Department of Homeland Security","keywords":"Superinfection; Biology; Asymptomatic; Host (biology); Immunity; Pathogen; Latency (audio); Evolutionary biology; Immunology; Genetics; Virus; Immune system; Medicine; Computer science; Internal medicine","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":[0.00050618,0.0002000648,0.0002285849,0.0002943352,0.0004252622,0.0006804593,0.0003001075,0.0005114524,0.001191023],"category_scores_gemma":[0.001390219,0.0001451194,0.0002412657,0.000160474,0.0007433306,0.0008135108,0.0008374087,0.0006775887,0.0001766274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005327079,"about_ca_system_score_gemma":0.0003870855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007159396,"about_ca_topic_score_gemma":0.000800983,"domain_scores_codex":[0.999816,0.00005103648,0.000006950416,0.0000432187,0.00003149146,0.0000513697],"domain_scores_gemma":[0.9992369,0.00030804,0.0001869751,0.00006686751,0.0000438267,0.0001573502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004031055,0.0001516951,0.02783594,0.0001688059,0.00006453675,0.001159213,0.000908384,0.0239933,0.8330137,0.08143806,0.0004004571,0.03046285],"study_design_scores_gemma":[0.0001261189,0.002375521,0.2079918,0.0001496436,0.0001797405,0.005987907,0.001711523,0.2720775,0.3035442,0.1859313,0.01967088,0.0002540002],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891708,0.0004733712,0.007340643,0.0001531026,0.000007360611,0.000005443308,0.00001852445,0.00002291043,0.002807922],"genre_scores_gemma":[0.9982084,0.0001583143,0.001155916,0.00002802791,0.000002670154,0.000004133462,0.00001621212,0.000006958133,0.0004194449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001191023,"threshold_uncertainty_score":0.003984332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007122855352006152,"score_gpt":0.2870082697254472,"score_spread":0.2798854143734411,"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."}}