{"id":"W4388161805","doi":"10.3390/v15112171","title":"HIV-1 Remission: Accelerating the Path to Permanent HIV-1 Silencing","year":2023,"lang":"en","type":"article","venue":"Viruses","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse; National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; National Institutes of Health; National Cancer Institute; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Provirus; Gene silencing; Latency (audio); Virology; Human immunodeficiency virus (HIV); Biology; Antiretroviral therapy; Medicine; Computational biology; Computer science; Viral load; Genetics; Genome; Gene; Telecommunications","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":[0.0005362749,0.0002443693,0.0003135294,0.0002621661,0.0002705751,0.001159433,0.0004365426,0.0006964404,0.002946175],"category_scores_gemma":[0.0005546031,0.0001166434,0.0002136833,0.000147962,0.0007673531,0.001481217,0.0006865417,0.00213558,0.0005969899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004414257,"about_ca_system_score_gemma":0.0004066688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001675838,"about_ca_topic_score_gemma":0.0003320729,"domain_scores_codex":[0.9998001,0.00004357277,0.00001104528,0.00003517355,0.00005750574,0.00005260497],"domain_scores_gemma":[0.9998078,0.00005515594,0.00003794302,0.00003241464,0.00001520115,0.00005153493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001482692,0.0007566224,0.003670479,0.001137609,0.00007696218,0.0005969647,0.0005501086,0.001125486,0.4768158,0.07291603,0.007922604,0.4329487],"study_design_scores_gemma":[0.0005601761,0.009915935,0.01030653,0.0006239384,0.0002852632,0.007981173,0.0006690531,0.005749865,0.5034475,0.08304071,0.3773298,0.00009013028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.619348,0.2162131,0.0854531,0.0374246,0.002833812,0.0004235757,0.0004562547,0.002066533,0.03578098],"genre_scores_gemma":[0.9192469,0.04216855,0.01893972,0.004466274,0.0008269182,0.00008841389,0.00021379,0.0001212163,0.01392817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002946175,"threshold_uncertainty_score":0.009855926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05757780199956345,"score_gpt":0.3122395210225776,"score_spread":0.2546617190230142,"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."}}