{"id":"W1999324999","doi":"10.1080/1027366021000003289","title":"A New Mathematical Model for Assessing Therapeutic Strategies for HIV Infection","year":2001,"lang":"en","type":"article","venue":"Computational and Mathematical Methods in Medicine","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cytotoxic T cell; Immunology; CD8; Human immunodeficiency virus (HIV); Immune system; Virology; Antiretroviral therapy; Biology; Ex vivo; Viral load; In vivo; Medicine; In vitro","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000893521,0.0001300429,0.0003451687,0.0001078924,0.0001075104,0.00002182767,0.00005416637,0.00009896768,0.0001905704],"category_scores_gemma":[0.0004468711,0.00008717248,0.00004775628,0.00008705141,0.0001581529,0.00008855209,0.00002066769,0.0001138098,0.00001802391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002675844,"about_ca_system_score_gemma":0.0001065999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003723718,"about_ca_topic_score_gemma":0.000001516938,"domain_scores_codex":[0.9990622,0.0001291934,0.0003207954,0.0001982951,0.00005090354,0.0002386227],"domain_scores_gemma":[0.9965401,0.003214052,0.00005131569,0.00007453979,0.00007053508,0.00004944233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002486769,0.0003654802,0.0001725408,0.0005022662,0.0001921977,0.000002798788,0.001825639,0.00205857,0.004917549,0.7511806,0.002083025,0.2364506],"study_design_scores_gemma":[0.002203517,0.0001517486,0.0002850558,0.0001074185,0.00004612124,0.00005584443,0.0001953602,0.2164803,0.00005246441,0.7796843,0.000668162,0.00006967497],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003645592,0.0005773598,0.9921554,0.001958729,0.00004311526,0.0005934823,0.00000642845,0.0000304991,0.0009894315],"genre_scores_gemma":[0.06168845,0.00002801803,0.9364406,0.0001794618,0.00005135403,0.0002103208,0.00007880492,0.000013978,0.00130896],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2363809,"threshold_uncertainty_score":0.3554791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1480350246020999,"score_gpt":0.4845933088162784,"score_spread":0.3365582842141785,"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."}}