{"id":"W3136516574","doi":"10.21423/aabppro20163447","title":"Investigating the within-herd prevalence and risk factors for ketosis in dairy cattle in Ontario as diagnosed by the test-day concentration of beta-hydroxybutyrate in milk","year":2016,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Herd; Ketosis; Dairy cattle; Animal science; Medicine; Observational study; Environmental health; Veterinary medicine; Biology; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006497345,0.0001115989,0.0001723871,0.00003017768,0.00004169149,0.00001740581,0.0001290425,0.00006849675,0.000007308748],"category_scores_gemma":[0.003207423,0.00007391378,0.00003025534,0.0001362492,0.000254308,0.00003249979,0.00003031591,0.0001296768,2.294678e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009563471,"about_ca_system_score_gemma":0.0002303143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01058075,"about_ca_topic_score_gemma":0.01184118,"domain_scores_codex":[0.9990401,0.00007324624,0.0003587687,0.0002252428,0.0001494433,0.0001531485],"domain_scores_gemma":[0.9980858,0.0006867215,0.0009529633,0.00007423337,0.0001708377,0.00002944014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002554727,0.00005159768,0.9442777,0.00001423948,0.00002210439,9.891643e-9,0.004874266,0.00002794283,0.04977191,0.0003444353,0.0001252898,0.0004649701],"study_design_scores_gemma":[0.0006924959,0.0004656125,0.9519035,0.00007674161,0.00002815733,3.354407e-7,0.002561863,0.00006030439,0.04301045,0.0009713104,0.0001173363,0.000111886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976677,0.00004112352,0.000302513,0.001331835,0.00002535896,0.0004061311,0.0000573349,0.000002864187,0.0001651515],"genre_scores_gemma":[0.9986274,0.0001979864,0.0007600707,0.00007838646,0.00001206128,0.00008822228,0.00001562079,0.000007564985,0.0002126722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007625818,"threshold_uncertainty_score":0.9960079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053870874405992,"score_gpt":0.2344061219225402,"score_spread":0.2238674131784803,"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."}}