{"id":"W2290288944","doi":"10.1089/aid.2014.5475.abstract","title":"Subtype-Specific HIV-1 Adaptation to Host HLA","year":2014,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Simon Fraser University; AIDS Vancouver","funders":"","keywords":"Excellence; Human immunodeficiency virus (HIV); Library science; Gerontology; History; Medicine; Political science; Family medicine; Law","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009690227,0.0001551561,0.0002219549,0.0004666825,0.000805109,0.0001152527,0.0002581526,0.0001311773,0.001219719],"category_scores_gemma":[0.0002588351,0.0001278209,0.00004474665,0.000288188,0.0004707632,0.0001146705,0.0001856896,0.0004516922,0.01007654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007532217,"about_ca_system_score_gemma":0.00005503406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005132559,"about_ca_topic_score_gemma":0.0003173513,"domain_scores_codex":[0.9978814,0.0004709063,0.0001946894,0.0004476422,0.0001539063,0.0008514286],"domain_scores_gemma":[0.9987788,0.0003927696,0.00002680463,0.0003947048,0.0002267719,0.0001801888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001256918,0.000837601,0.2193826,0.00007669308,0.0003447572,0.00004948518,0.002688962,0.000002222354,0.4312076,0.1237018,0.1586303,0.06182107],"study_design_scores_gemma":[0.00207682,0.007053033,0.2520217,0.00004790685,0.000008755922,0.00001476151,0.0008145453,4.935777e-7,0.02776776,0.001844514,0.7080771,0.0002726492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890025,0.001319502,0.0002639927,0.0003192817,0.00007863971,0.0004004998,0.00008010599,0.00006757306,0.008467917],"genre_scores_gemma":[0.9861999,0.0001833724,0.0001762215,0.00007485343,0.00009173503,0.00007929852,0.0001681047,0.00002179174,0.01300468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5494468,"threshold_uncertainty_score":0.9996933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07897559548484083,"score_gpt":0.3415389543177608,"score_spread":0.26256335883292,"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."}}