{"id":"W4386529718","doi":"10.3168/jds.2023-23268","title":"Postpartum health is associated with detection of estrus by activity monitors and reproductive performance in dairy cows","year":2023,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs; Dairy Farmers of Ontario; University of Guelph; Cornell University","keywords":"Metritis; Retained placenta; Ice calving; Medicine; Estrous cycle; Endometritis; Animal science; Dairy cattle; Herd; Pregnancy; Haptoglobin; Obstetrics; Lameness; Postpartum period; Internal medicine; Lactation; Biology; Placenta; Veterinary medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005417272,0.0001458741,0.0001962591,0.0003322367,0.0002695819,0.0004067584,0.0002697257,0.0002987145,0.0005350212],"category_scores_gemma":[0.001657259,0.0001836476,0.0002015434,0.0004929319,0.0002294264,0.0002024664,0.0002510127,0.0002962547,0.00007331886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005229633,"about_ca_system_score_gemma":0.0004074463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03133939,"about_ca_topic_score_gemma":0.04914469,"domain_scores_codex":[0.9997204,0.00007167267,0.00002265719,0.00005875147,0.00005881913,0.00006768678],"domain_scores_gemma":[0.998794,0.0002332746,0.0006697004,0.00007646107,0.0001084834,0.0001180182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007144274,0.00001501567,0.9991301,0.000002412402,0.00001444844,0.00001467143,0.00002574925,0.000009444512,0.0001724757,0.000002152644,0.00001846043,0.0005236864],"study_design_scores_gemma":[0.000001010323,0.00003218429,0.999823,0.000001045678,0.000004742591,0.00001959466,0.00002671693,0.00004943868,0.00001358293,0.000002184624,0.00002602203,4.989034e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995793,0.0001465564,0.00004335413,0.00001491403,0.00000119732,0.000002171882,0.0001135549,0.000001560932,0.00009748086],"genre_scores_gemma":[0.9995707,0.00006921029,0.00006452235,0.00001485352,0.000003214058,0.000003014932,0.000180798,6.789158e-7,0.00009310733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03133939,"threshold_uncertainty_score":0.06231391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02143995403956071,"score_gpt":0.2586056042023068,"score_spread":0.2371656501627461,"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."}}