{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001629317,0.00008655599,0.0001917238,0.0004990149,0.00003870002,0.00001527358,0.00004331404,0.00007265154,0.0001106535],"category_scores_gemma":[0.00002005678,0.0000812146,0.00002564428,0.0003519065,0.00001357255,0.00006555786,0.00002501728,0.0002106596,0.00006741136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001474709,"about_ca_system_score_gemma":0.00001951622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08980293,"about_ca_topic_score_gemma":0.4926333,"domain_scores_codex":[0.9992442,0.00004307058,0.0002533346,0.0002274815,0.00008305975,0.0001488378],"domain_scores_gemma":[0.9997737,0.00002830636,0.00001275575,0.0001502103,0.00001676345,0.00001825026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000419278,0.00274027,0.9007713,0.0001867794,0.0001194211,0.0005546925,0.01942115,0.00007690644,0.01831366,0.01931042,0.0001818943,0.0379042],"study_design_scores_gemma":[0.001472829,0.0006133693,0.9957601,0.0001545203,0.00002183102,0.00001223313,0.0004494103,0.00006604588,0.00008796757,0.0003384766,0.0009491652,0.00007402587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99656,0.0008586386,0.00001801792,0.001276108,0.0002120124,0.0005458381,9.008226e-7,0.00005906529,0.0004694195],"genre_scores_gemma":[0.9991674,0.00002054034,0.00002805066,0.00006967095,0.00004814661,0.00004573289,0.0000509616,0.00001505017,0.000554433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4028304,"threshold_uncertainty_score":0.9162582,"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."}}