{"id":"W3040803474","doi":"10.3934/dcdsb.2020212","title":"Viral dynamics of HIV-1 with CTL immune response","year":2020,"lang":"en","type":"article","venue":"Discrete and Continuous Dynamical Systems - B","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"CTL*; Viral load; Immune system; Human immunodeficiency virus (HIV); Virology; Immunology; Dynamics (music); Virus; Biology; Viral infection; Physics","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":[0.0002629398,0.0004684842,0.0006788882,0.0002327221,0.0004064336,0.0008885903,0.0007744167,0.001166156,0.002681385],"category_scores_gemma":[0.001032389,0.0002378631,0.0005617338,0.0001882526,0.0006892692,0.001072559,0.0008920077,0.0006765975,0.0003058273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006374762,"about_ca_system_score_gemma":0.0005528872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003741314,"about_ca_topic_score_gemma":0.001443341,"domain_scores_codex":[0.9998067,0.00007253409,0.000006422013,0.00003822595,0.0000367498,0.00003941148],"domain_scores_gemma":[0.9997124,0.000101343,0.00007256689,0.00002488573,0.000042672,0.00004609792],"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":[0.0001101549,0.00009261761,0.002789202,0.00005310412,0.00003999513,0.0004460902,0.0001324499,0.9424263,0.009942719,0.04087265,0.0004720708,0.002622634],"study_design_scores_gemma":[0.00002380868,0.00005150519,0.0004853493,0.000004263665,0.00000950921,0.00008690311,0.00002803369,0.9939207,0.0003392357,0.004707632,0.0003339655,0.000009098741],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8174919,0.0008112816,0.149639,0.001401946,0.0001458493,0.0001123368,0.0003700368,0.0001754587,0.02985209],"genre_scores_gemma":[0.9842174,0.0002419569,0.0038351,0.00008925883,0.00003294031,0.00006049799,0.00005900594,0.00001954726,0.01144426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003741314,"threshold_uncertainty_score":0.008970082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006427257080887998,"score_gpt":0.2198969480475589,"score_spread":0.2134696909666708,"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."}}