{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003110624,0.0001746815,0.0002073947,0.00032055,0.0002278047,0.0003146494,0.0001629288,0.0002117854,0.0007327833],"category_scores_gemma":[0.0003764966,0.0002024682,0.0001884329,0.0002426628,0.0002535516,0.0001269082,0.0001303749,0.0002284178,0.00005850188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002978534,"about_ca_system_score_gemma":0.0001949177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009602929,"about_ca_topic_score_gemma":0.01095123,"domain_scores_codex":[0.9998031,0.00004036396,0.00001789311,0.00006502591,0.00002913813,0.00004457655],"domain_scores_gemma":[0.9996815,0.00007658962,0.0001124779,0.00001875775,0.00002972979,0.00008103823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000323825,0.00007099103,0.9912471,0.00001439218,0.00006320886,0.0004236621,0.0004054788,0.00005278529,0.005807772,0.00002217589,0.00003542907,0.001533166],"study_design_scores_gemma":[0.000007035385,0.0001103708,0.9988231,0.000004479074,0.0000194711,0.0002976595,0.0002763886,0.0001657472,0.0001826964,0.00001302857,0.00009784517,0.000002205089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999879,0.00004045551,0.00001385668,0.00000516158,4.670129e-7,6.715999e-7,0.00001504007,2.80704e-7,0.00004506339],"genre_scores_gemma":[0.9997563,0.00003169034,0.00003483658,0.000007279726,0.000001230264,0.000001548167,0.00003862406,6.593486e-7,0.0001278834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009602929,"threshold_uncertainty_score":0.01909405,"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."}}