{"id":"W4399102719","doi":"10.55630/j.biomath.2024.04.266","title":"SVLIAR age-of-infection and -immunity structured epidemic model of COVID-19 dynamics","year":2024,"lang":"en","type":"article","venue":"BIOMATH","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Immunity; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Epidemic model; Dynamics (music); Virology; Medicine; Immunology; Outbreak; Immune system; Psychology; Infectious disease (medical specialty); Environmental health; Pathology; Population; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007259698,0.000564197,0.0009945442,0.000743152,0.0004255776,0.0008862427,0.001321834,0.001025666,0.002245547],"category_scores_gemma":[0.00211681,0.0002687131,0.0009421558,0.000412003,0.0007568406,0.001037782,0.0009216263,0.0008604546,0.0004175034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051786,"about_ca_system_score_gemma":0.0009287117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007985342,"about_ca_topic_score_gemma":0.003931346,"domain_scores_codex":[0.9995642,0.0001319032,0.00002147817,0.0001182966,0.0000725679,0.00009153404],"domain_scores_gemma":[0.9994343,0.0001823255,0.000185032,0.0000299419,0.0001141509,0.00005421406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001331022,0.000109906,0.01121191,0.0001284046,0.0001098058,0.0005800164,0.0004696786,0.8113533,0.005520373,0.1612938,0.001456994,0.00763265],"study_design_scores_gemma":[0.00001341121,0.00003872717,0.0008210028,0.000007350538,0.00001511556,0.00008980795,0.00003551487,0.9886087,0.0001358515,0.009748934,0.0004766697,0.000008919753],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.431484,0.0008556281,0.5372282,0.001425746,0.0001508915,0.0001608023,0.0008889161,0.0002402401,0.02756564],"genre_scores_gemma":[0.9716268,0.0005024987,0.01077384,0.00008409786,0.00006214663,0.0001463561,0.0003428151,0.00001880128,0.01644265],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007985342,"threshold_uncertainty_score":0.01587772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2557229259134839,"score_gpt":0.4375237907082067,"score_spread":0.1818008647947228,"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."}}