{"id":"W2018989095","doi":"10.1155/2012/508967","title":"Interplay between HIV-1 and Host Genetic Variation: A Snapshot into Its Impact on AIDS and Therapy Response","year":2012,"lang":"en","type":"article","venue":"Advances in Virology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba","funders":"","keywords":"Human immunodeficiency virus (HIV); Virology; Medicine; Viral quasispecies; Compendium; Context (archaeology); Antiretroviral therapy; Virus; Biology; Viral load","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003397811,0.0001595562,0.0002517271,0.0001682654,0.00008826139,0.000006826153,0.00008944712,0.00016756,0.0003805865],"category_scores_gemma":[0.0000976822,0.0001149106,0.00002540777,0.00008236769,0.0002309229,0.0001662114,0.0000515047,0.0002222425,0.0002166181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000434088,"about_ca_system_score_gemma":0.00002372905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002661454,"about_ca_topic_score_gemma":0.0000143705,"domain_scores_codex":[0.9985428,0.0006107023,0.0001676168,0.000237859,0.00002484855,0.0004161935],"domain_scores_gemma":[0.9989499,0.0007742809,0.00004752468,0.0001589697,0.000014076,0.00005521927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006422677,0.0002189213,0.8493185,0.000008691133,0.0002003823,0.00001728808,0.002765105,0.0000050328,0.08508348,0.0002077563,0.00008779264,0.05566436],"study_design_scores_gemma":[0.002348881,0.003502485,0.9696885,0.000009338019,0.00001067591,0.00005834111,0.00004351099,0.000001239405,0.004420911,0.0002241161,0.01957759,0.0001144564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443064,0.05477575,0.00004944898,0.0002934804,0.0001200887,0.0002053958,0.00004774683,0.00001127706,0.0001904373],"genre_scores_gemma":[0.994378,0.005099693,0.0001420381,0.0001393556,0.00004015994,0.00005121609,0.0000559568,0.000009544355,0.00008407694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1203699,"threshold_uncertainty_score":0.4685917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120246096360908,"score_gpt":0.3431848525876605,"score_spread":0.3319823916240514,"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."}}