{"id":"W4405175701","doi":"10.33540/2628","title":"Characterizing HIV-1 reservoir dynamics in subtypes B and C to advance treatment and cure strategies","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Virology; Human immunodeficiency virus (HIV); DNA; Disease; Antiretroviral therapy; Viral load; Virus; Viral replication; Biology; Medicine; Immunology; Genetics; Internal medicine","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":[0.001448207,0.0004602081,0.000531905,0.001029482,0.0006625718,0.00164107,0.0008286395,0.0009972655,0.002329604],"category_scores_gemma":[0.002332418,0.0003159868,0.0003968232,0.0007872083,0.0002811679,0.001432242,0.0006723631,0.001027463,0.0007405169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008228202,"about_ca_system_score_gemma":0.001192769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0233303,"about_ca_topic_score_gemma":0.01907028,"domain_scores_codex":[0.9994705,0.0001474788,0.00003848725,0.00009189902,0.000120708,0.0001308924],"domain_scores_gemma":[0.9990588,0.0002211525,0.0001982081,0.00009124317,0.0003072039,0.0001234628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00175983,0.001066204,0.5927475,0.001186399,0.000261717,0.0005210333,0.002050308,0.003521474,0.1389319,0.003355807,0.008731097,0.2458668],"study_design_scores_gemma":[0.0002344732,0.002651408,0.8076285,0.001744666,0.0006036378,0.003424088,0.007555511,0.04115677,0.0629521,0.006354582,0.06542115,0.0002730244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415377,0.02361859,0.01543622,0.001846956,0.0001438069,0.0007598091,0.003037643,0.0002122798,0.01340707],"genre_scores_gemma":[0.9693634,0.005772519,0.01828674,0.001701849,0.00009401656,0.0003308499,0.002176574,0.0000725818,0.002201468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0233303,"threshold_uncertainty_score":0.04638898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023397739623858,"score_gpt":0.294219605981456,"score_spread":0.2839856285852174,"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."}}