{"id":"W4402062650","doi":"10.3934/dcdss.2024151","title":"HIV infection dynamics with broadly neutralizing antibodies and CTL immune response","year":2024,"lang":"en","type":"article","venue":"Discrete and Continuous Dynamical Systems - S","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"CTL*; Immune system; Virology; Immunology; Antibody; Antibody response; Human immunodeficiency virus (HIV); Dynamics (music); Neutralizing antibody; Biology; Medicine; Psychology","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":[0.0004088573,0.000519626,0.0004759215,0.0004076631,0.0004689504,0.001179585,0.0006966162,0.001369797,0.002634093],"category_scores_gemma":[0.001591177,0.0003046842,0.0006681163,0.0002908533,0.001017654,0.001326293,0.0008889667,0.000846823,0.0004019561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484476,"about_ca_system_score_gemma":0.0008901949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007703742,"about_ca_topic_score_gemma":0.002768633,"domain_scores_codex":[0.9997376,0.00009516553,0.000007742184,0.00005090551,0.00005280317,0.00005576084],"domain_scores_gemma":[0.9994757,0.0002184984,0.0001745031,0.00002221871,0.00006234922,0.00004684045],"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":[0.00006626785,0.00008627228,0.005107073,0.00007769131,0.00005827496,0.0004794429,0.0001807228,0.8532283,0.008721123,0.1245227,0.001460877,0.006011374],"study_design_scores_gemma":[0.00001025274,0.00003208853,0.0005001773,0.000006883021,0.000008636472,0.00006734933,0.00002879749,0.9885918,0.0002262781,0.009954582,0.0005632942,0.000009891117],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5186395,0.002154139,0.4152158,0.004405537,0.0001693342,0.0001370888,0.0004308495,0.0003352227,0.05851252],"genre_scores_gemma":[0.9790303,0.0005514194,0.007473495,0.0001534622,0.00003564922,0.00007519883,0.00005447367,0.00002099538,0.01260499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007703742,"threshold_uncertainty_score":0.0153178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006049521301235854,"score_gpt":0.2428373130512215,"score_spread":0.2367877917499856,"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."}}