{"id":"W2798639599","doi":"10.1007/978-1-4614-9610-6_189-1","title":"HIV-1 Mutational Escape from Host Immunity","year":2014,"lang":"en","type":"article","venue":"","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"AIDS Vancouver; Simon Fraser University","funders":"","keywords":"Biology; Immunity; Immune system; Acquired immune system; Population; Host (biology); Adaptation (eye); Immune escape; Innate immune system; Intrinsic immunity; Immunology; Human immunodeficiency virus (HIV); Genetics; Evolutionary biology; Virology; Medicine; Neuroscience","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":[0.0003139033,0.0002460001,0.0002298242,0.0002183459,0.0002482822,0.0007410135,0.0002519056,0.0003345914,0.004607055],"category_scores_gemma":[0.0004764266,0.0001067492,0.0001935225,0.0001251899,0.0003027649,0.0003046339,0.0004865477,0.0006827179,0.0006654796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002179676,"about_ca_system_score_gemma":0.0001641953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001324925,"about_ca_topic_score_gemma":0.0001580073,"domain_scores_codex":[0.9997723,0.0000609249,0.000009798808,0.00002191835,0.00005066207,0.00008448531],"domain_scores_gemma":[0.9998996,0.00002503315,0.00001598183,0.00002483337,0.0000145832,0.0000199662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005954992,0.0002515531,0.01669048,0.0001879645,0.00008602411,0.002069864,0.0002814128,0.001415486,0.8458245,0.0197323,0.002674246,0.1101907],"study_design_scores_gemma":[0.0002023428,0.003166702,0.07807796,0.0001725753,0.0001836837,0.04731844,0.0007217498,0.01011439,0.7767133,0.01564051,0.06763493,0.00005347009],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832693,0.001772706,0.002136735,0.0004870649,0.00007358645,0.00002354154,0.00008479754,0.0001258045,0.01202634],"genre_scores_gemma":[0.9973909,0.0003664136,0.0003377383,0.0001348551,0.00002209058,0.000006281373,0.00004581651,0.00001599965,0.001679945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004607055,"threshold_uncertainty_score":0.01541215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127771376843209,"score_gpt":0.2464087418469558,"score_spread":0.2351310280785237,"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."}}