{"id":"W4280586488","doi":"10.1007/s12282-022-01366-w","title":"Relevance of the MHC region for breast cancer susceptibility in Asians","year":2022,"lang":"en","type":"article","venue":"Breast Cancer","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; University of British Columbia; Queen's University","funders":"Biomedical Research Council; Engineering and Physical Sciences Research Council; Kerry Group Kuok Foundation; Ministry of Public Health; National Research Foundation Singapore; European Commission; National Cancer Institute; Cancer Research UK; Wellcome Trust","keywords":"Breast cancer; Human leukocyte antigen; Allele; Oncology; Major histocompatibility complex; Medicine; Single-nucleotide polymorphism; Genotype; Logistic regression; Population; Internal medicine; Cancer; Immunology; Genetics; Biology; Immune system; Gene; Antigen","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":[0.002306443,0.0003146275,0.0003360698,0.0007256364,0.0003478314,0.0007094222,0.0004396471,0.0003345716,0.004790752],"category_scores_gemma":[0.004445203,0.0001527244,0.001081286,0.001316056,0.0005798532,0.000246123,0.000446661,0.000507055,0.000280696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002285317,"about_ca_system_score_gemma":0.0003543759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0034736,"about_ca_topic_score_gemma":0.002405481,"domain_scores_codex":[0.9990319,0.0004375864,0.0000949847,0.0002436806,0.0001026367,0.00008915229],"domain_scores_gemma":[0.9959942,0.001830309,0.001155459,0.0005005181,0.0002479065,0.0002715123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001366502,0.00003802852,0.9755322,0.0001374403,0.001293139,0.0003378805,0.0002923348,0.0003568821,0.006764482,0.000203965,0.0001974839,0.01347972],"study_design_scores_gemma":[0.00004000469,0.0001592864,0.9955608,0.00005399889,0.000952071,0.0006038717,0.0001926324,0.0006216266,0.0007943787,0.0003821316,0.0006312589,0.000007978636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950322,0.0022316,0.001177484,0.0001986314,0.00001748378,0.00001133524,0.0004671074,0.00001662824,0.0008475277],"genre_scores_gemma":[0.9989094,0.0002612475,0.0005002354,0.0000498621,0.00001362781,0.000007443519,0.0001551948,0.000007003711,0.00009607497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004790752,"threshold_uncertainty_score":0.01602668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260783902770782,"score_gpt":0.2425780892167647,"score_spread":0.2299702501890568,"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."}}