{"id":"W2071576530","doi":"10.3168/jds.s0022-0302(07)71589-8","title":"Association of Bovine Leukocyte Antigen (BoLA) DRB3.2 with Immune Response, Mastitis, and Production and Type Traits in Canadian Holsteins","year":2007,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":167,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; University of Guelph","keywords":"Mastitis; Allele; Biology; Immune system; Immunology; Antigen; Somatic cell count; Antibody; Herd; Genetics; Microbiology; Lactation; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004476029,0.0000633204,0.000145375,0.0001009822,0.0001461727,0.00003824358,0.0001480395,0.00004773157,0.00001653469],"category_scores_gemma":[0.0009879746,0.00002880173,0.00001429775,0.0007679563,0.0001926542,0.0004356331,0.00002300147,0.000134003,3.647448e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001170226,"about_ca_system_score_gemma":0.0001867038,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006692989,"about_ca_topic_score_gemma":0.1938195,"domain_scores_codex":[0.9989256,0.00006754114,0.000289783,0.000136911,0.0003368137,0.000243379],"domain_scores_gemma":[0.9991903,0.0001219449,0.0002692481,0.00002824265,0.0002300215,0.0001602401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008936339,0.00004909041,0.2854375,0.00001218799,0.000009785422,0.00003598478,0.0007529412,0.00001815771,0.676835,0.0001517132,0.0002002341,0.03560382],"study_design_scores_gemma":[0.000151321,0.0007425116,0.9878197,0.00009730784,0.00000477513,0.00009202082,0.0003641071,0.000008199086,0.007611052,0.00006694333,0.002976128,0.0000659548],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972364,0.0003845246,0.000005099815,0.001967741,0.0001488538,0.00007178553,0.000006632873,0.000002711724,0.000176243],"genre_scores_gemma":[0.9991407,0.0002128635,0.0003049643,0.00004539248,0.000072125,1.677369e-7,6.729819e-7,4.640804e-7,0.0002226416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7023822,"threshold_uncertainty_score":0.9999215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562789068102105,"score_gpt":0.2371022838779165,"score_spread":0.2214743931968955,"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."}}