{"id":"W2002386055","doi":"10.1111/iji.12177","title":"<scp>HLA</scp>‐A, B and <scp>DRB</scp>1 genetic heterogeneity in <scp>Q</scp>uebec","year":2015,"lang":"en","type":"article","venue":"International Journal of Immunogenetics","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec","funders":"Division of Elementary, Secondary, and Informal Education; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; European Science Foundation","keywords":"Human leukocyte antigen; Genetic diversity; Population; Genetic data; Genetic structure; Evolutionary biology; Allele; Genetic variation; Demographic history; Genetic heterogeneity; Biology; Demography; Genetics; Geography; Gene; Antigen; Phenotype","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008651585,0.0005763462,0.0008302381,0.0007493322,0.0001557412,0.0001534604,0.001595607,0.0007107134,0.00003078538],"category_scores_gemma":[0.002065377,0.0005423598,0.0003312981,0.0002856864,0.000665091,0.0002542859,0.0006311439,0.001145064,0.0003799541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002906144,"about_ca_system_score_gemma":0.0004757934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002248667,"about_ca_topic_score_gemma":0.0001669461,"domain_scores_codex":[0.9960563,0.000532512,0.001614689,0.0005271758,0.0003834313,0.0008858629],"domain_scores_gemma":[0.9956649,0.001433318,0.001101609,0.0004949011,0.001128998,0.0001763026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005967737,0.0007096844,0.05865071,0.00001948396,0.00143796,0.0003166351,0.002419963,0.0004786404,0.9172071,0.0001503684,0.01353397,0.005015849],"study_design_scores_gemma":[0.00909969,0.001518492,0.06300563,0.0002018612,0.0002323158,0.006942415,0.003762743,0.000069965,0.5573476,0.001565287,0.3560906,0.0001633706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9327403,0.0603077,0.0003846716,0.0001547014,0.004637953,0.0002320545,0.00006020393,0.00003893482,0.001443431],"genre_scores_gemma":[0.9883095,0.005398006,0.001169038,0.0004332115,0.0003828077,0.00001309127,0.00007108068,0.00007473945,0.004148514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3598595,"threshold_uncertainty_score":0.9997028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936397139972969,"score_gpt":0.2539904025737568,"score_spread":0.2346264311740271,"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."}}