{"id":"W4388841520","doi":"10.5539/jmbr.v12n1p10","title":"Molecular Evaluation of HIV-1 HAART Efficacy, Comparison of TDF+3TC+EFV and AZT+3TC+NVP Regimens","year":2023,"lang":"en","type":"article","venue":"Journal of Molecular Biology Research","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Defense","keywords":"Efavirenz; Viral load; Lamivudine; Zidovudine; Medicine; Human immunodeficiency virus (HIV); Context (archaeology); Virology; Antiretroviral treatment; Internal medicine; Regimen; Antiretroviral therapy; Pharmacology; Biology; Viral disease; Virus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001105471,0.0002279653,0.0004495406,0.0009457614,0.000216182,0.0004803771,0.0003196997,0.000370427,0.001894332],"category_scores_gemma":[0.001943606,0.0001584343,0.0003360329,0.0005161591,0.0003355468,0.0004101084,0.0001323858,0.0003288215,0.0002675188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004910287,"about_ca_system_score_gemma":0.0002734259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007820883,"about_ca_topic_score_gemma":0.0007173095,"domain_scores_codex":[0.9994652,0.0002163071,0.00006384581,0.00007638968,0.0001320044,0.00004628865],"domain_scores_gemma":[0.9989404,0.0003747804,0.000327203,0.00003391645,0.0002120172,0.0001117265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0427253,0.002533862,0.7956111,0.001957285,0.0009188336,0.001133122,0.0004923789,0.001939473,0.05415211,0.0006884647,0.0007423647,0.09710576],"study_design_scores_gemma":[0.0009502479,0.0580446,0.9071088,0.0002000426,0.000905504,0.003875102,0.0004872139,0.003565447,0.01993304,0.0002183832,0.004667174,0.00004433392],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910927,0.006075513,0.0002200431,0.00007086127,0.00003497872,0.0001719203,0.000410807,0.000007960322,0.001915154],"genre_scores_gemma":[0.9970134,0.001178255,0.0005853768,0.00005590445,0.00004660526,0.00006496376,0.0004687015,0.000002182592,0.000584472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001894332,"threshold_uncertainty_score":0.006337166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1398534351438315,"score_gpt":0.4952006654136935,"score_spread":0.355347230269862,"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."}}