{"id":"W2980365385","doi":"10.3390/v11100959","title":"The Evolutionary Arms Race between Virus and NK Cells: Diversity Enables Population-Level Virus Control","year":2019,"lang":"en","type":"review","venue":"Viruses","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Banting Research Foundation","keywords":"Biology; Virology; Virus; Human cytomegalovirus; Human leukocyte antigen; Population; Hepatitis C virus; Immunology; Gene; Genetics; Antigen; Medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003225565,0.0004374835,0.001077401,0.0001713663,0.001245977,0.00006409526,0.0003660499,0.0006298468,0.0005459409],"category_scores_gemma":[0.0001085691,0.0002986201,0.00033559,0.0001346145,0.0002028955,0.0002640648,0.0003555143,0.0007016853,0.003153892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000157482,"about_ca_system_score_gemma":0.00009053261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001720269,"about_ca_topic_score_gemma":0.00005353471,"domain_scores_codex":[0.9978613,0.0006350583,0.0005864967,0.0004640945,0.00007440966,0.0003786147],"domain_scores_gemma":[0.9975703,0.001328351,0.0005388639,0.000453924,0.00007905345,0.00002944546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000425273,0.000216826,0.002145173,0.003049186,0.003739892,0.000005638541,0.0002509236,0.000005552146,0.003033766,0.0004534156,0.1396733,0.8470011],"study_design_scores_gemma":[0.0005175397,0.00007968255,0.0009280741,0.0006713912,0.000970204,0.00002312705,0.00005605457,8.378428e-7,0.0002169818,0.00002345163,0.996174,0.0003387039],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002702278,0.9930914,0.00007101575,0.00002727679,0.005057633,0.0007122559,0.0004671896,0.00008716536,0.0002158508],"genre_scores_gemma":[0.0009250621,0.9874445,0.000008547649,0.0001889453,0.0001623226,0.00003438776,0.0005219474,0.0000380911,0.01067624],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8565006,"threshold_uncertainty_score":0.9999466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07767904979904545,"score_gpt":0.2954045100649722,"score_spread":0.2177254602659268,"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."}}