{"id":"W2742480325","doi":"10.2527/asasann.2017.043","title":"043 Metabolomics uncovers serum biomarkers that can predict the risk of retained placenta in transition dairy cows","year":2017,"lang":"en","type":"article","venue":"Journal of Animal Science","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Ice calving; Retained placenta; Metabolomics; Metabolite; Morning; Chemistry; Metabolome; Placenta; Brahman; Sphingomyelin; Andrology; Liquid chromatography–mass spectrometry; Endocrinology; Animal science; Internal medicine; Pregnancy; Chromatography; Fetus; Biology; Medicine; Lactation; Biochemistry; Mass spectrometry; Breed","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003576449,0.0002602708,0.0003424707,0.0008660454,0.0001667898,0.0006746861,0.0001334177,0.0004349895,0.0005884352],"category_scores_gemma":[0.0004721437,0.0002021846,0.0002390533,0.0004724023,0.0001578337,0.0001780408,0.0002782858,0.0003355645,0.0001400601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021507,"about_ca_system_score_gemma":0.0001826708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001455439,"about_ca_topic_score_gemma":0.001595867,"domain_scores_codex":[0.9998543,0.00003316985,0.00001044977,0.00004248857,0.00003339931,0.00002612124],"domain_scores_gemma":[0.9997856,0.0000433384,0.0001011711,0.00001035719,0.00002762636,0.00003187082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003134492,0.0001606703,0.6963665,0.00010991,0.0002408055,0.0003228751,0.0002132725,0.0003167281,0.2788002,0.0000514696,0.0002118313,0.02007124],"study_design_scores_gemma":[0.00002049841,0.0009108622,0.9800448,0.0000161963,0.0001242543,0.0005937435,0.0002014226,0.002228706,0.01523758,0.00008957094,0.0005209003,0.00001146892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980587,0.000774041,0.0006889609,0.00003049695,0.000003137386,0.000007342898,0.0002659442,0.0000129386,0.0001583134],"genre_scores_gemma":[0.9976695,0.0002791474,0.001347633,0.00005786641,0.000004955988,0.00001197063,0.0003725956,0.000004219653,0.0002520391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001455439,"threshold_uncertainty_score":0.002893925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02565562329864654,"score_gpt":0.249764687702387,"score_spread":0.2241090644037405,"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."}}