{"id":"W2019284925","doi":"10.1371/journal.pone.0122317","title":"Transition Diseases in Grazing Dairy Cows Are Related to Serum Cholesterol and Other Analytes","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Metritis; Retained placenta; NEFA; Ice calving; Ketosis; Subclinical infection; Medicine; Mastitis; Postpartum period; Dairy cattle; Cholesterol; Internal medicine; Endocrinology; Animal science; Pregnancy; Placenta; Lactation; Biology; Diabetes mellitus; Fetus; Insulin","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":[0.00008651883,0.00007922381,0.0001527207,0.00001524842,0.00003918969,0.0000167798,0.00007186403,0.00004411957,0.00002005185],"category_scores_gemma":[0.00007049515,0.00003426604,0.00001729009,0.0002043351,0.00004799338,0.0001115717,0.00002623198,0.00006964085,0.00002584439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000152773,"about_ca_system_score_gemma":0.000002067817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006240236,"about_ca_topic_score_gemma":0.0001192374,"domain_scores_codex":[0.9992915,0.00008345964,0.0001111978,0.0002749433,0.0001065078,0.000132353],"domain_scores_gemma":[0.9997337,0.00003866905,0.00003755947,0.00005018195,0.00003981653,0.0001000874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006271747,0.0005931846,0.568209,0.00001104947,0.00003923014,0.000002223833,0.0004992763,0.00004392005,0.4296036,0.0000274646,0.00005611887,0.0008521557],"study_design_scores_gemma":[0.0001345776,0.0003317469,0.9947905,0.00007765229,0.00002122368,7.820508e-7,0.0004379924,0.00004479027,0.002267697,0.001774826,0.00002306641,0.00009516137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966466,0.0001443215,2.013333e-7,0.00280349,0.00001391348,0.0002245598,0.00003813278,0.00004057866,0.00008820283],"genre_scores_gemma":[0.9994291,0.000005080083,0.00005232982,0.0003550825,0.00007233523,0.00002209341,0.00001160569,9.879169e-7,0.00005137642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4273359,"threshold_uncertainty_score":0.1397329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06005942802163328,"score_gpt":0.2359944046839823,"score_spread":0.1759349766623491,"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."}}