{"id":"W3206747532","doi":"10.1515/biol-2021-0113","title":"Carriage of HLA-DRB1*11 and 1*12 alleles and risk factors in patients with breast cancer in Burkina Faso","year":2021,"lang":"en","type":"article","venue":"Open Life Sciences","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas University","funders":"","keywords":"Breast cancer; Allele; Carriage; Medicine; Human leukocyte antigen; Cancer; Oncology; Internal medicine; Immunology; Biology; Genetics; Antigen; Pathology; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000244449,0.0001255004,0.0003090088,0.0000989162,0.0001522301,0.00003259272,0.000282779,0.000105702,0.0002582451],"category_scores_gemma":[0.00004338699,0.00008637283,0.0000136359,0.0002561448,0.0008819721,0.000234859,0.0002998444,0.0001440905,0.000002510867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001276137,"about_ca_system_score_gemma":0.0001760867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01797487,"about_ca_topic_score_gemma":0.01745326,"domain_scores_codex":[0.9989138,0.0001986236,0.0002113848,0.0003708545,0.00004217872,0.0002631752],"domain_scores_gemma":[0.9995884,0.00009857189,0.0001233039,0.0001253273,0.000041377,0.00002300144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007698997,0.0001137106,0.969124,0.000007190397,0.00002866152,0.000002172651,0.0007162266,0.00001171363,0.02863651,0.00009693921,0.00004224403,0.001143663],"study_design_scores_gemma":[0.001780609,0.0001737241,0.9840209,0.00005596229,0.00001377079,0.000005508403,0.001777417,0.00000253582,0.01130802,0.00004298932,0.0006858194,0.0001326829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997287,0.001728736,6.451357e-7,0.0001790312,0.0001631671,0.000176213,0.0001042445,0.000003989314,0.0003569332],"genre_scores_gemma":[0.9989673,0.0006376631,0.00003673787,0.00003724962,0.000003852899,0.000008553849,0.00001277892,0.000004360194,0.0002914743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01732849,"threshold_uncertainty_score":0.9885645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155606037120247,"score_gpt":0.2368896870853972,"score_spread":0.2253336267141948,"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."}}