{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002185191,0.000126395,0.0001703699,0.00005399846,0.0001044092,0.00006961264,0.0001377006,0.0001100105,0.00003887018],"category_scores_gemma":[0.0001906209,0.00006420137,0.00001995476,0.0002401603,0.00002229441,0.000117523,0.00009467301,0.00009860004,0.000003968936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009112923,"about_ca_system_score_gemma":0.000008568202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136642,"about_ca_topic_score_gemma":0.07160173,"domain_scores_codex":[0.9990742,0.0001383733,0.0001480928,0.0002813882,0.0001051599,0.0002527428],"domain_scores_gemma":[0.9995358,0.000193447,0.00009318774,0.00005469981,0.00004836465,0.00007448634],"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":[0.00008309854,0.00004492637,0.2006228,0.00001622912,0.000004229041,0.00001192033,0.001412458,0.00002144628,0.7965872,0.000006439253,0.00001719314,0.001172155],"study_design_scores_gemma":[0.0002397318,0.0002518959,0.9582071,0.0002308469,0.000003742122,0.000003834885,0.002024798,0.00003098976,0.03872829,0.00007171669,0.00002200676,0.0001850725],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977966,0.0002301418,0.000004720127,0.001442023,0.000039284,0.0003930182,0.00002836058,0.00003001774,0.00003584215],"genre_scores_gemma":[0.9988207,0.0001129078,0.0005375043,0.0001695442,0.00004667452,0.00007614492,0.00002472103,0.000001931828,0.0002099351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7578589,"threshold_uncertainty_score":0.9453391,"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."}}