{"id":"W2029569463","doi":"10.1007/s00285-011-0474-9","title":"Threshold virus dynamics with impulsive antiretroviral drug effects","year":2011,"lang":"en","type":"article","venue":"Journal of Mathematical Biology","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Dynamics (music); Basic reproduction number; Dosing; Virus; Drug; Nonlinear system; Human immunodeficiency virus (HIV); Persistence (discontinuity); Statistical physics; Virology; Applied mathematics; Mathematics; Biology; Physics; Medicine; Pharmacology","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":[0.001161496,0.0005626389,0.001575391,0.001140794,0.0006496861,0.002273925,0.001503214,0.002451548,0.005657201],"category_scores_gemma":[0.0103996,0.0007680235,0.0009384973,0.0005880318,0.001750179,0.002955125,0.002002887,0.001899282,0.000465163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001281291,"about_ca_system_score_gemma":0.0008325958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004340506,"about_ca_topic_score_gemma":0.002200299,"domain_scores_codex":[0.999442,0.0001538325,0.0000286494,0.0001029259,0.00008055293,0.0001919969],"domain_scores_gemma":[0.9939967,0.003967074,0.000818014,0.0002092833,0.0003295052,0.0006793559],"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":[0.0004151725,0.0002500094,0.01208574,0.0002919104,0.000224311,0.003133592,0.0006555128,0.3396267,0.008197881,0.6175765,0.004065481,0.01347721],"study_design_scores_gemma":[0.0001208836,0.0001163751,0.0027987,0.00003865758,0.0001019892,0.0008678639,0.0002291287,0.829245,0.0005208283,0.165142,0.0007535876,0.00006498819],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.811808,0.001270074,0.1530421,0.005576139,0.0002912285,0.00008817437,0.0004649174,0.0003333361,0.02712615],"genre_scores_gemma":[0.9895727,0.0003147063,0.001911406,0.0002278563,0.0000724571,0.00002663015,0.00003799163,0.00001684984,0.007819359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005657201,"threshold_uncertainty_score":0.01892519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864457099661958,"score_gpt":0.2749413848181273,"score_spread":0.2562968138215077,"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."}}