{"id":"W4292452093","doi":"10.3389/fviro.2022.957124","title":"Retinoids: novel potential therapeutics in the pursuit of HIV-1 cure","year":2022,"lang":"en","type":"article","venue":"Frontiers in Virology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Antiretroviral therapy; Retinoic acid; Human immunodeficiency virus (HIV); Virus latency; Immunology; Immune system; Virology; Medicine; CD8; Viral replication; Virus; Biology; Viral load; Cell culture","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":[0.0006248272,0.000106856,0.0002452885,0.0002137806,0.0001143205,0.000004233626,0.0006476649,0.0001335565,0.0004397902],"category_scores_gemma":[0.00001637321,0.00008154091,0.0000647171,0.000222592,0.0003131058,0.00002223451,0.0001850977,0.0006411902,0.00004326802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006138042,"about_ca_system_score_gemma":0.00006479915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000768851,"about_ca_topic_score_gemma":0.00003167071,"domain_scores_codex":[0.9984251,0.0006405243,0.0002392937,0.0002161314,0.00008126714,0.0003976632],"domain_scores_gemma":[0.9995668,0.00006922024,0.00006877368,0.000274121,0.00001241196,0.000008655494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005308858,0.005480897,0.4228404,0.00004128129,0.001206797,0.0004579705,0.01275003,0.00144046,0.2936756,0.003866527,0.2327749,0.02015626],"study_design_scores_gemma":[0.01269461,0.002584857,0.2279654,0.000008382935,0.0001237334,0.0003364876,0.009270433,0.0001972493,0.00290473,0.002611005,0.7409453,0.0003578323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690283,0.01418265,0.002251907,0.009729368,0.001806285,0.0007542347,0.000481314,0.0000213573,0.001744587],"genre_scores_gemma":[0.9979394,0.0001718416,0.0002700597,0.0006163847,0.00001162445,0.0001250517,0.0002208949,0.000009261733,0.0006354545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5081704,"threshold_uncertainty_score":0.4815394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01279037724165687,"score_gpt":0.2414134317958992,"score_spread":0.2286230545542424,"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."}}