{"id":"W2168562545","doi":"10.1186/1471-2164-14-296","title":"Milk yield responses to changes in milking frequency during early lactation are associated with coordinated and persistent changes in mammary gene expression","year":2013,"lang":"en","type":"article","venue":"BMC Genomics","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Center for Research Resources; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; Cooperative State Research, Education, and Extension Service; Alberta Livestock and Meat Agency; University of Vermont; U.S. Department of Agriculture","keywords":"Udder; Lactation; Milking; Mammary gland; Biology; Animal science; Mastitis; Endocrinology; Internal medicine; Andrology; Medicine; Genetics; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001350583,0.0001368182,0.000308797,0.0003888478,0.000152684,0.0003006086,0.000133415,0.0002262854,0.0004625787],"category_scores_gemma":[0.0003163925,0.0001146146,0.0001605519,0.0002772638,0.0002440671,0.000143988,0.0002295518,0.0002465291,0.0000992092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000301133,"about_ca_system_score_gemma":0.0001194415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005703964,"about_ca_topic_score_gemma":0.0006404411,"domain_scores_codex":[0.9998506,0.00001357985,0.000008271169,0.00005100949,0.00003823153,0.00003821506],"domain_scores_gemma":[0.9996207,0.00008970407,0.0001586408,0.00002036104,0.0000506159,0.00005997663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005282364,0.00003498654,0.0529525,0.00004436027,0.00002578526,0.0000866248,0.0001508863,0.0000849939,0.9414763,0.00002381605,0.00003643879,0.004554977],"study_design_scores_gemma":[0.000004376142,0.0002020296,0.9602875,0.000003241377,0.00001867961,0.000167026,0.0001108104,0.000292922,0.03865582,0.00002906926,0.0002230845,0.000005349043],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994249,0.0001522883,0.0002205502,0.000007027698,7.959853e-7,0.000004258101,0.000078753,0.000007111651,0.0001043075],"genre_scores_gemma":[0.9987142,0.0001249658,0.0005041175,0.00001529216,0.000002938338,0.00002385347,0.0003218227,0.000004412155,0.0002884206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005703964,"threshold_uncertainty_score":0.002184927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04162201449486311,"score_gpt":0.2168660232973317,"score_spread":0.1752440088024686,"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."}}