{"id":"W3195819010","doi":"10.21423/aabppro20044977","title":"Relationship Between Disease Occurrence, Feeding Management and Return Over Feed in Ontario Dairy Herds","year":2004,"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; Lameness; Retained placenta; Mastitis; Culling; Ketosis; Somatic cell count; Medicine; Incidence (geometry); Disease; Animal science; Veterinary medicine; Lactation; Biology; Internal medicine; Ice calving; Pregnancy; Surgery; 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":[0.0002406659,0.0001387461,0.0001758459,0.0001047218,0.00007135806,0.00003937304,0.0001030016,0.00007118649,0.00001389974],"category_scores_gemma":[0.0002658121,0.0001574035,0.00003813193,0.0001980468,0.0001135975,0.00003764021,0.00006868038,0.0001909683,0.000001908258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001930392,"about_ca_system_score_gemma":0.0001961463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001254954,"about_ca_topic_score_gemma":0.0009684255,"domain_scores_codex":[0.9989554,0.00001771603,0.0002829513,0.0003131865,0.0002368354,0.0001938918],"domain_scores_gemma":[0.9991393,0.00003595604,0.0004937321,0.00008062011,0.0001478491,0.0001025451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008039728,0.00005439352,0.9906089,0.00002760003,0.00003485877,2.135526e-7,0.0005798979,0.00001960264,0.0003713127,0.007557448,0.0003381466,0.0003271889],"study_design_scores_gemma":[0.000740215,0.0002164168,0.9909524,0.00004644486,0.00005475046,6.484165e-7,0.00064029,0.000003289016,0.0001673427,0.006076736,0.0009281689,0.0001732753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943951,0.00002417608,0.001003754,0.000929202,0.0000457645,0.0002104949,0.00002679149,0.00001251378,0.003352204],"genre_scores_gemma":[0.993286,0.00002307191,0.005772915,0.0000918349,0.00004691264,0.00002823194,0.0001241463,0.000008710086,0.0006182485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004769161,"threshold_uncertainty_score":0.641873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553926065327836,"score_gpt":0.253500052941062,"score_spread":0.2379607922877836,"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."}}