{"id":"W4402507086","doi":"10.1016/j.humimm.2024.111013","title":"Population study to define HLA in Mohawk First Nation in Quebec","year":2024,"lang":"en","type":"article","venue":"Human Immunology","topic":"Blood groups and transfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke; Héma-Québec","funders":"","keywords":"Mohawk; Human leukocyte antigen; Population; Geography; Environmental health; Medicine; Immunology; Library science; Computer science; Antigen","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":[0.0006675053,0.0003918193,0.0004297702,0.001559231,0.003423953,0.0009768016,0.001110469,0.000543464,0.003914301],"category_scores_gemma":[0.001248128,0.0002726338,0.0005093116,0.002836674,0.0005173348,0.000415762,0.0008461947,0.0007635619,0.0005168925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01002573,"about_ca_system_score_gemma":0.007796149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9691194,"about_ca_topic_score_gemma":0.9795321,"domain_scores_codex":[0.9992925,0.0001358176,0.00004278179,0.0001437528,0.000101203,0.0002838323],"domain_scores_gemma":[0.999267,0.00005687345,0.0001111171,0.00004280535,0.0003071604,0.0002148958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001025191,0.0001304485,0.9877464,0.00002743919,0.00009493167,0.0003581156,0.002149689,0.0001251702,0.0008251141,0.0003729283,0.002704759,0.005362479],"study_design_scores_gemma":[0.00002204854,0.00007402722,0.9936624,0.00003603861,0.00003004942,0.000210249,0.002953464,0.0002620567,0.00008401994,0.00003804088,0.002617768,0.000009952208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917217,0.0004738884,0.000617889,0.0003075231,0.00002161211,0.0002250522,0.00300263,0.00001388071,0.003615723],"genre_scores_gemma":[0.9924808,0.0002969432,0.0005838213,0.0003684518,0.000009795058,0.0001426173,0.001372855,0.00001119173,0.004733587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03088063,"threshold_uncertainty_score":0.07274204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02808655506601248,"score_gpt":0.2936275629058043,"score_spread":0.2655410078397918,"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."}}