{"id":"W4287878585","doi":"10.3390/vetsci9080379","title":"Association of Lactoferrin and Toll-like Receptor 2 Genotypes with Mastitis and Milk Components in Vietnamese Holstein Cattle","year":2022,"lang":"en","type":"article","venue":"Veterinary Sciences","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mastitis; Breed; Lactoferrin; Incidence (geometry); Genotype; Biology; TLR2; Veterinary medicine; Somatic cell count; Dairy cattle; Animal science; Medicine; Immunology; Lactation; Immune system; Microbiology; Gene; Genetics; TLR4","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":[0.0005559659,0.00007374668,0.0001314905,0.00002441677,0.0002842838,0.00003079127,0.0001578018,0.00002566359,0.0002924398],"category_scores_gemma":[0.00002341638,0.00003480563,0.000013598,0.0002903306,0.0001627266,0.0001470522,0.000193505,0.00007740568,0.000001415467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002835754,"about_ca_system_score_gemma":0.000009739229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000833049,"about_ca_topic_score_gemma":0.0009738315,"domain_scores_codex":[0.9990131,0.0001741361,0.0001395343,0.0002340404,0.0002784287,0.0001607322],"domain_scores_gemma":[0.9996868,0.0001381264,0.00009197232,0.00002845203,0.00001472015,0.00003993033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000313625,0.0002604942,0.5431682,0.00005532539,0.00002094298,0.00003065557,0.002596559,0.0001116116,0.4175233,0.0004899687,0.001044051,0.03438529],"study_design_scores_gemma":[0.0003915986,0.003939176,0.9476729,0.0000440195,0.000006711015,0.00006339613,0.00323999,0.0002037736,0.0004815041,0.0002031011,0.04351095,0.0002428544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982107,0.0002974895,5.560253e-7,0.0008705303,0.0001112713,0.00011354,0.00008988741,0.000011424,0.0002946079],"genre_scores_gemma":[0.9991392,0.0001178119,0.0002493837,0.00009509602,0.000017015,0.0000154901,0.00001516163,4.64823e-7,0.0003503689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4170417,"threshold_uncertainty_score":0.3202011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04401563274875052,"score_gpt":0.2339473949162573,"score_spread":0.1899317621675068,"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."}}