{"id":"W4365146446","doi":"10.3390/metabo13040547","title":"Longitudinal Data to Assess Relationships among Plasma Folate, Vitamin B12, Non-esterified Fatty Acid, and β-Hydroxybutyrate Concentrations of Holstein Cows during the Transition Period","year":2023,"lang":"en","type":"article","venue":"Metabolites","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Université de Sherbrooke; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation; Université Laval","keywords":"NEFA; Vitamin B12; Endocrinology; Ice calving; Internal medicine; Chemistry; Postpartum period; Metabolite; Lactation; Vitamin; Fatty acid; Animal science; Biology; Biochemistry; Pregnancy; Medicine","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":[0.000491888,0.000144424,0.0002312805,0.00002463184,0.0004709941,0.00007741267,0.000347292,0.00006967429,0.00003192083],"category_scores_gemma":[0.0002514855,0.00006029799,0.00004224055,0.0005756015,0.0002246844,0.0004627039,0.0001638287,0.0001619769,0.00002012448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007966813,"about_ca_system_score_gemma":0.000007934786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007789298,"about_ca_topic_score_gemma":0.0001236198,"domain_scores_codex":[0.9985969,0.0002532321,0.0002680646,0.0004938274,0.0001513427,0.000236623],"domain_scores_gemma":[0.9991845,0.0003029912,0.0001090999,0.0002496706,0.00008379786,0.00006989544],"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":[0.0000252202,0.00002278631,0.1370592,0.000009736341,0.00002843107,0.000001691757,0.0004876322,0.0001057587,0.8618741,0.0001364252,0.00003793547,0.0002110545],"study_design_scores_gemma":[0.0001215232,0.00009412383,0.9509833,0.00001672021,0.00003794394,0.000008470333,0.0008603835,0.0005079448,0.04704133,0.0001543367,0.00005566694,0.0001182397],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979442,0.00009983726,0.00002704799,0.000872692,0.0001357744,0.0004690269,0.0003579139,0.00004898746,0.00004451986],"genre_scores_gemma":[0.9990939,0.00003357974,0.0001990642,0.00001361846,0.0001600734,0.00005829977,0.0002903928,0.000001925723,0.0001491811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8148327,"threshold_uncertainty_score":0.3622553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09377125173602548,"score_gpt":0.2741325379116018,"score_spread":0.1803612861755763,"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."}}