{"id":"W7132941855","doi":"","title":"The impact of heptose phosphates on HIV latency and human immune responses","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Immune system; Latency (audio); Viremia; Peripheral blood mononuclear cell; Cytokine; Human immunodeficiency virus (HIV); Virus latency","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":[0.0001785288,0.0002152068,0.00008786396,0.0001315278,0.00008512258,0.0003572757,0.0001246775,0.0002231377,0.001223466],"category_scores_gemma":[0.0001531341,0.00006527345,0.0001357309,0.00005691605,0.000203438,0.0003125961,0.0002449118,0.0003922891,0.0001981245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001916985,"about_ca_system_score_gemma":0.0002198928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002682927,"about_ca_topic_score_gemma":0.0002487165,"domain_scores_codex":[0.9998813,0.00004190044,0.000006423472,0.00001264483,0.0000217655,0.00003595914],"domain_scores_gemma":[0.9999129,0.00002821879,0.00002203932,0.000008148586,0.000007285242,0.00002139227],"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":[0.001224723,0.0001553288,0.002041773,0.0002205179,0.00001604269,0.0003633358,0.00006921851,0.0003561586,0.9598299,0.002135426,0.0001714279,0.03341613],"study_design_scores_gemma":[0.00005933741,0.003885345,0.01938232,0.0000700652,0.00002964434,0.001120427,0.0002445059,0.0008574165,0.9548035,0.002329171,0.01719969,0.0000185983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409416,0.04531142,0.002820284,0.000800393,0.0001172379,0.000064781,0.0002316086,0.00004555888,0.00966715],"genre_scores_gemma":[0.9886711,0.008422777,0.0007570469,0.0001839583,0.00003444571,0.00001975845,0.00009931804,0.000004525919,0.001807187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001223466,"threshold_uncertainty_score":0.004092932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347479612271467,"score_gpt":0.3884789351304926,"score_spread":0.3650041390077779,"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."}}