{"id":"W4392855378","doi":"10.1007/s00285-024-02065-0","title":"Viral infection dynamics with immune chemokines and CTL mobility modulated by the infected cell density","year":2024,"lang":"en","type":"article","venue":"Journal of Mathematical Biology","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"Natural Science Basic Research Program of Shaanxi Province; Basic and Applied Basic Research Foundation of Guangdong Province; Fundamental Research Funds for Central Universities of the Central South University; National Natural Science Foundation of China; Canada Research Chairs; Innovative Research Group Project of the National Natural Science Foundation of China","keywords":"CTL*; Invariance principle; Mathematics; Stability theory; Lyapunov function; Basic reproduction number; Immune system; Stability (learning theory); Control theory (sociology); Biology; Immunology; Physics; Computer science","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":[0.0008324133,0.0005628303,0.0007591676,0.001028415,0.0006684507,0.001744555,0.0009330821,0.001522556,0.002804413],"category_scores_gemma":[0.006329264,0.0005464074,0.0007177547,0.0005885807,0.001748216,0.002606867,0.001159666,0.0009778552,0.0002863805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187404,"about_ca_system_score_gemma":0.0009340063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004513667,"about_ca_topic_score_gemma":0.002255936,"domain_scores_codex":[0.9997002,0.0001085261,0.00000861619,0.00005786129,0.00002931554,0.00009549744],"domain_scores_gemma":[0.9970926,0.001548902,0.0006928788,0.00009258997,0.0002298829,0.0003431308],"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":[0.0004092742,0.0002440262,0.0190343,0.0001576506,0.0001345245,0.001228268,0.0004891075,0.7444077,0.0162507,0.209785,0.002287208,0.00557224],"study_design_scores_gemma":[0.00002629455,0.0000405083,0.002344822,0.000009218476,0.00002051812,0.0001244621,0.00008070094,0.9840596,0.0002999568,0.01278069,0.0001885336,0.00002469982],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9315063,0.0007733221,0.05908367,0.002175016,0.00008071398,0.00004153659,0.0001894074,0.0001003771,0.006049633],"genre_scores_gemma":[0.9953858,0.0001936487,0.001239407,0.00006816554,0.00004737092,0.00002362272,0.00003399038,0.00001382212,0.002994105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004513667,"threshold_uncertainty_score":0.009381771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00854934153797674,"score_gpt":0.2623726386544259,"score_spread":0.2538232971164492,"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."}}