{"id":"W3033478156","doi":"10.1017/s1751731120001172","title":"Urinary metabolomics fingerprinting around parturition identifies metabolites that differentiate lame dairy cows from healthy ones","year":2020,"lang":"en","type":"article","venue":"animal","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Genome Alberta; Alberta Livestock and Meat Agency","keywords":"Lameness; Ice calving; Urine; Animal science; Dairy cattle; Metabolite; Metabolomics; Medicine; Chemistry; Biology; Lactation; Endocrinology; Pregnancy; Surgery; Bioinformatics","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":[0.0002365965,0.0002391434,0.0003467367,0.0008992811,0.0002390016,0.000431814,0.0001289874,0.0003732921,0.0007463853],"category_scores_gemma":[0.0003568474,0.00013826,0.0002150324,0.0006168269,0.0001640887,0.0001693754,0.0001895742,0.0002540835,0.0001682165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001575294,"about_ca_system_score_gemma":0.0001413576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007929063,"about_ca_topic_score_gemma":0.001572655,"domain_scores_codex":[0.9998407,0.00002686844,0.000009324085,0.00004743414,0.00004168122,0.00003393507],"domain_scores_gemma":[0.9998109,0.00003704171,0.00007937731,0.00001013405,0.00003648577,0.0000261202],"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":[0.001481469,0.0001013721,0.142283,0.0002796447,0.0001518046,0.0004269829,0.000242128,0.0001550667,0.8218344,0.00004909915,0.0002325964,0.03276253],"study_design_scores_gemma":[0.000009664018,0.0007606092,0.9216343,0.00002837505,0.00009383805,0.0008614181,0.0003069738,0.0005377411,0.07399225,0.00008724932,0.001669594,0.0000181069],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930184,0.003169969,0.002099838,0.00004955335,0.0000128845,0.00002238176,0.001082758,0.00005158244,0.0004925156],"genre_scores_gemma":[0.9911503,0.001501054,0.004567036,0.0001559272,0.00001206901,0.00002709152,0.001586813,0.00001524818,0.0009845592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008992811,"threshold_uncertainty_score":0.002496958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05977924147276234,"score_gpt":0.255417765348799,"score_spread":0.1956385238760367,"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."}}