{"id":"W4402507168","doi":"10.1016/j.humimm.2024.111012","title":"Population study to define HLA in Wendat 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":"Human leukocyte antigen; Population; Geography; Demography; Genealogy; Environmental health; Biology; Medicine; History; Genetics; Sociology; 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":[0.0007839212,0.0004972234,0.0005114224,0.001684006,0.004017831,0.001120227,0.001201545,0.000672731,0.003677876],"category_scores_gemma":[0.001369759,0.0003024793,0.0005437463,0.002871668,0.0005392498,0.0004477094,0.0009381057,0.0009173148,0.0005194366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0100944,"about_ca_system_score_gemma":0.007624828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9703603,"about_ca_topic_score_gemma":0.9800771,"domain_scores_codex":[0.9991853,0.0001666693,0.00004540553,0.0001779783,0.0001067717,0.0003180055],"domain_scores_gemma":[0.999114,0.00007455834,0.0001262592,0.0000605449,0.0003593225,0.0002653534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001159806,0.0001536637,0.9864858,0.00002608349,0.00009292956,0.0003896768,0.002681423,0.0001340407,0.0008541129,0.000442576,0.002625663,0.005998084],"study_design_scores_gemma":[0.00002701154,0.0001019603,0.9923246,0.00004901178,0.00003281664,0.0002306013,0.003399836,0.0002996515,0.0001086805,0.00004736497,0.003367732,0.00001083676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908745,0.0005738655,0.0007532325,0.0003244481,0.00002779695,0.0002495906,0.003128458,0.00001545731,0.004052655],"genre_scores_gemma":[0.9909166,0.0003379785,0.0007068582,0.0004478538,0.00001160544,0.0001549087,0.001498328,0.00001292331,0.005913027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02963966,"threshold_uncertainty_score":0.0732404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891617262610111,"score_gpt":0.2969294581570499,"score_spread":0.2680132855309488,"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."}}