{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004604384,0.0001827316,0.0002578746,0.001328331,0.0009959746,0.000947773,0.0005079291,0.000196349,0.003524227],"category_scores_gemma":[0.001001485,0.0001280597,0.0002032176,0.001794645,0.0005517208,0.0001457444,0.000289747,0.0003138898,0.0002167688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007915645,"about_ca_system_score_gemma":0.003646283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9637381,"about_ca_topic_score_gemma":0.976191,"domain_scores_codex":[0.9995863,0.00005441901,0.00001744707,0.0001241687,0.0000901244,0.0001276824],"domain_scores_gemma":[0.9993346,0.0001132245,0.0001304508,0.00004483456,0.0002171568,0.0001596994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002246084,0.00005162447,0.9710962,0.00004002155,0.000187216,0.0003049798,0.001067846,0.0007795523,0.003849187,0.0004882903,0.001974471,0.01993597],"study_design_scores_gemma":[0.000006456064,0.00001625461,0.9976057,0.00001111407,0.00001338052,0.00007220791,0.000267027,0.0005066716,0.0001020974,0.00002605966,0.001366917,0.000006205587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952892,0.0002543055,0.0003495218,0.0001021349,0.000004068025,0.00003313565,0.002226645,0.00001114341,0.001729854],"genre_scores_gemma":[0.9966993,0.0001179409,0.0003057045,0.00004584971,0.000002774632,0.00001674964,0.001472539,0.000006388039,0.001332883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03626186,"threshold_uncertainty_score":0.07295078,"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."}}