{"id":"W1996446415","doi":"10.1016/j.jmaa.2013.12.064","title":"A delay-dependent model with HIV drug resistance during therapy","year":2014,"lang":"en","type":"article","venue":"Journal of Mathematical Analysis and Applications","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; University of British Columbia","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Steady state (chemistry); Hopf bifurcation; Stability (learning theory); Mathematics; Drug resistance; Bifurcation; Intracellular; Human immunodeficiency virus (HIV); Exponential stability; HIV drug resistance; Antiretroviral therapy; Statistical physics; Applied mathematics; Nonlinear system; Viral load; Medicine; Virology; Physics; Biology; Computer science; Chemistry","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":[0.003080161,0.001896488,0.003777868,0.001403552,0.001100196,0.003514122,0.004551229,0.007250201,0.01011472],"category_scores_gemma":[0.01097948,0.00155285,0.001600955,0.001219074,0.001974717,0.002871063,0.002136249,0.004379679,0.001444585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002643117,"about_ca_system_score_gemma":0.001935956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02120671,"about_ca_topic_score_gemma":0.009203624,"domain_scores_codex":[0.998738,0.0004090127,0.00005692503,0.0002826921,0.0001263094,0.0003871389],"domain_scores_gemma":[0.9902545,0.006566909,0.001363226,0.0002417184,0.0007184675,0.0008552314],"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":[0.0009475327,0.0003129198,0.006572537,0.0003396856,0.000334838,0.002843659,0.0004534806,0.8774264,0.003004466,0.09792529,0.004149677,0.005689519],"study_design_scores_gemma":[0.0002399495,0.0001973009,0.001260408,0.00003179932,0.0001399905,0.000363049,0.0001091494,0.9831886,0.0002215024,0.01315129,0.001020616,0.00007643968],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6313385,0.005189802,0.2959459,0.0248802,0.001175363,0.0004180363,0.007507604,0.0007995942,0.03274511],"genre_scores_gemma":[0.9541662,0.001231727,0.004028712,0.0005148287,0.0002652449,0.0001562305,0.0006413385,0.0000675893,0.03892801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02120671,"threshold_uncertainty_score":0.04216653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257784159886141,"score_gpt":0.2682482672352733,"score_spread":0.2556704256364119,"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."}}