{"id":"W4393259773","doi":"10.1142/s0218339024500141","title":"IMPULSIVE DIFFERENTIAL EQUATION MODEL IN HIV-1 INHIBITION: ADVANCES IN DUAL INHIBITORS OF HIV-1 RT AND IN FOR THE PREVENTION OF HIV-1 REPLICATION","year":2024,"lang":"en","type":"article","venue":"Journal of Biological Systems","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Human immunodeficiency virus (HIV); Replication (statistics); Virology; Dual (grammatical number); Biology; Differential (mechanical device); Medicine; Physics; Philosophy","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":[0.0003300967,0.0008184006,0.001114775,0.000529565,0.0005002972,0.001171973,0.001166402,0.001767674,0.001942514],"category_scores_gemma":[0.0008488144,0.0003862453,0.001149247,0.00056773,0.0009299634,0.001034431,0.0009112373,0.001320708,0.0003050786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009033926,"about_ca_system_score_gemma":0.0008944043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006576395,"about_ca_topic_score_gemma":0.002597601,"domain_scores_codex":[0.9997098,0.00006260929,0.00001571648,0.00007675119,0.00009348884,0.00004165741],"domain_scores_gemma":[0.9997169,0.0001172152,0.00006742253,0.00001222798,0.00006768784,0.00001841314],"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":[0.00005788023,0.00009033752,0.001808959,0.0003163752,0.0000786792,0.0006668877,0.0002458449,0.8263775,0.01221606,0.1472735,0.001444117,0.009423863],"study_design_scores_gemma":[0.000007849109,0.00002449054,0.0001764981,0.0000136118,0.00002021427,0.00004734716,0.00002094659,0.9892948,0.0005289461,0.008355991,0.001495042,0.00001425094],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05729418,0.004941389,0.8968034,0.001690015,0.0005912464,0.0001034913,0.0003049766,0.0002378898,0.03803341],"genre_scores_gemma":[0.908502,0.007326723,0.04399851,0.000462618,0.0003826753,0.0003905803,0.0003521334,0.00005870939,0.0385261],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006576395,"threshold_uncertainty_score":0.01307625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06777609414475334,"score_gpt":0.3605431634545605,"score_spread":0.2927670693098072,"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."}}