{"id":"W2781457135","doi":"10.1142/s021833901740006x","title":"BISTABILITY ANALYSIS OF AN HIV MODEL WITH IMMUNE RESPONSE","year":2017,"lang":"en","type":"article","venue":"Journal of Biological Systems","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"Division of Mathematical Sciences","keywords":"Immune system; Viral load; Bistability; Virus; Human immunodeficiency virus (HIV); Steady state (chemistry); Immunology; Biology; Virology; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00477822,0.0001113203,0.001331867,0.0001022169,0.0001155587,0.00001040942,0.0002437356,0.0002467958,0.00009931243],"category_scores_gemma":[0.002777785,0.00004960297,0.0003112648,0.00008188395,0.0007401316,0.00006916031,0.0000401369,0.0002540915,0.000002645103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002313242,"about_ca_system_score_gemma":0.00005344342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001012599,"about_ca_topic_score_gemma":0.0000011683,"domain_scores_codex":[0.998183,0.0004805331,0.0008699285,0.0001484303,0.0001381406,0.0001800425],"domain_scores_gemma":[0.9974669,0.0007463142,0.0008613022,0.0004682768,0.0002496625,0.0002075752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1118756,0.005489669,0.4070923,0.0005549144,0.01111628,0.0006441529,0.0006200233,0.02580658,0.03858813,0.39714,0.00009904559,0.0009733236],"study_design_scores_gemma":[0.001772202,0.005255789,0.5375527,0.0001774588,0.001851729,0.0003112816,0.0001742158,0.439348,0.0003297157,0.01301092,0.00005511135,0.0001608888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668336,0.0001134251,0.03091938,0.001035766,0.00004530351,0.0001141696,0.00001075281,0.00000634733,0.0009212763],"genre_scores_gemma":[0.9986252,0.00001654373,0.001132229,0.00005457625,0.00003990902,0.000002954115,0.000002451297,0.000003254881,0.000122919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4135415,"threshold_uncertainty_score":0.3325468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07783109529166038,"score_gpt":0.3447631304527841,"score_spread":0.2669320351611237,"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."}}