{"id":"W4392392249","doi":"10.1007/s00285-024-02052-5","title":"Global dynamics of a time-delayed nonlocal reaction-diffusion model of within-host viral infections","year":2024,"lang":"en","type":"article","venue":"Journal of Mathematical Biology","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Basic reproduction number; Reaction–diffusion system; Homogeneous; Diffusion; Steady state (chemistry); Mathematics; Host (biology); Dynamics (music); Statistical physics; Applied mathematics; Constant (computer programming); Epidemic model; Stability theory; Viral infection; Mathematical analysis; Physics; Biology; Computer science; Virology; Chemistry; Demography; Virus; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001241389,0.000159091,0.001007618,0.0001348434,0.00003376075,0.000002998496,0.000113767,0.0004307491,0.0003429312],"category_scores_gemma":[0.001489889,0.00009704285,0.0003788544,0.0001707576,0.000703532,0.00005825933,0.00006283039,0.0004253379,0.00004714859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007482533,"about_ca_system_score_gemma":0.0001727543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003899826,"about_ca_topic_score_gemma":0.000002182082,"domain_scores_codex":[0.9980091,0.0001346933,0.001349893,0.0001522926,0.0001387263,0.0002152516],"domain_scores_gemma":[0.9979703,0.001133578,0.0003479468,0.000168208,0.0002110591,0.0001688827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00046462,0.0008883111,0.0002489297,0.0003983178,0.0003665508,0.00001722447,0.00009165394,0.0001999857,0.00931837,0.9874203,0.0001740384,0.0004117298],"study_design_scores_gemma":[0.000329002,0.001163746,0.00003129448,0.0001939712,0.0002589235,0.0006143836,0.00002047697,0.5072831,0.0002049684,0.4898403,0.000009121767,0.00005073013],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4896426,0.0001300191,0.5024525,0.001715682,0.0001691919,0.0001249825,0.00003586448,0.00001985636,0.005709352],"genre_scores_gemma":[0.990084,0.00006149392,0.009463857,0.0001280843,0.00007795461,0.000003180174,0.00000751563,0.00001058096,0.0001633278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5070831,"threshold_uncertainty_score":0.3957293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580090904427934,"score_gpt":0.3065022833721742,"score_spread":0.2907013743278949,"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."}}