{"id":"W4295122575","doi":"10.3390/bioengineering9090448","title":"Polymorphisms of the IL-17A Gene Influence Milk Production Traits and Somatic Cell Score in Chinese Holstein Cows","year":2022,"lang":"en","type":"article","venue":"Bioengineering","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Government of Jiangsu Province; National Natural Science Foundation of China","keywords":"Single-nucleotide polymorphism; Somatic cell count; Biology; Mastitis; Genotyping; Linkage disequilibrium; SNP; Somatic cell; Holstein Cattle; Dairy cattle; Gene; SNP genotyping; Genetics; Animal science; Genotype; Lactation; Ice calving; Pregnancy","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":[0.000414529,0.0002333436,0.0002290437,0.0004907741,0.0003263343,0.0002536207,0.0001885866,0.0001886517,0.001341341],"category_scores_gemma":[0.0004991184,0.0001716476,0.0004384301,0.000618836,0.0002560855,0.0001013334,0.0001552567,0.0001932847,0.00009425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002355617,"about_ca_system_score_gemma":0.0003129599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009370163,"about_ca_topic_score_gemma":0.009468131,"domain_scores_codex":[0.9998336,0.00003633354,0.00001606079,0.00005199449,0.00003202503,0.00002991955],"domain_scores_gemma":[0.9997787,0.00007240413,0.00006718984,0.0000201722,0.00001835574,0.00004315062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005141782,0.00004575497,0.9816429,0.00002745383,0.000220561,0.0008355979,0.0004518007,0.0001642499,0.01038348,0.00005504658,0.0001434247,0.005515351],"study_design_scores_gemma":[0.00001110208,0.00004320184,0.9988191,0.000003181404,0.00008741764,0.0001650273,0.00008253464,0.0003233184,0.0002751034,0.00003532666,0.0001522574,0.000002380379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996518,0.000118977,0.00005443949,0.00002015926,0.000002502309,0.000001750597,0.00003864423,0.000001524361,0.0001101858],"genre_scores_gemma":[0.9994153,0.00009772286,0.00008313159,0.0000182703,0.00000717985,0.000004473705,0.00007892509,0.000001982803,0.0002931427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009370163,"threshold_uncertainty_score":0.01863122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259457209532669,"score_gpt":0.1888868485512094,"score_spread":0.1762922764558827,"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."}}