{"id":"W4413146927","doi":"10.1111/tan.70357","title":"Diversity and Frequency of HLA‐DRB1*15:03‐DRB5 Haplotypes in a Large Cohort: The Case of the Absent HLA‐DRB5 Revisited","year":2025,"lang":"en","type":"article","venue":"HLA","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Diversity (politics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003175757,0.0001616509,0.0002026907,0.0005735297,0.0003573297,0.000399495,0.0001681813,0.0002485074,0.002097722],"category_scores_gemma":[0.0008283151,0.0001562363,0.0001337479,0.0004039497,0.0002717481,0.000167564,0.0003049393,0.0002550334,0.0003874335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007763362,"about_ca_system_score_gemma":0.00008604117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374846,"about_ca_topic_score_gemma":0.001009679,"domain_scores_codex":[0.9996698,0.00008102955,0.00003192218,0.0001043825,0.00006796025,0.00004492776],"domain_scores_gemma":[0.9995665,0.00007942243,0.0001106724,0.00006922896,0.00004882739,0.0001252421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001141997,0.00001934121,0.9957492,0.000004888397,0.00002150359,0.0002433888,0.0001542839,0.00002067097,0.002130316,0.0000183481,0.00007270536,0.001451039],"study_design_scores_gemma":[0.000004385049,0.0001284336,0.9973305,0.00000364802,0.00001648602,0.00160386,0.0002280873,0.0001250975,0.0002782789,0.00002102791,0.0002569524,0.000003356047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996426,0.00003644492,0.00005949802,0.00000549744,0.000001137683,0.000002019768,0.00007076732,0.00000117127,0.0001807547],"genre_scores_gemma":[0.9997222,0.00002471978,0.00003833029,0.000005333271,0.000002692921,0.00000257054,0.00009039775,0.000001688234,0.0001120205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002097722,"threshold_uncertainty_score":0.007017612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009704791967572141,"score_gpt":0.2201473674053437,"score_spread":0.2104425754377715,"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."}}