{"id":"W4385695696","doi":"10.1016/j.animal.2023.100781","title":"Review: Postpartum reproductive disease and fertility in dairy cows","year":2023,"lang":"en","type":"review","venue":"animal","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"British Society of Animal Science","keywords":"Endometritis; Metritis; Cervicitis; Medicine; Pelvic inflammatory disease; Vaginal discharge; Infertility; Gynecology; Bacterial vaginosis; Uterus; Dysbiosis; Chlamydia; Anaerobic bacteria; Obstetrics; Immunology; Disease; Pregnancy; Internal medicine; Biology; Ice calving; Lactation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005743748,0.0003472603,0.001208038,0.00002052351,0.00008695445,0.00001881992,0.0003112175,0.0001347219,0.00005557909],"category_scores_gemma":[0.000936956,0.0001279882,0.0002401171,0.0005732322,0.0002075807,0.000119077,0.0003262123,0.0003840286,0.0001843961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004617362,"about_ca_system_score_gemma":0.00003665539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007711502,"about_ca_topic_score_gemma":0.00002324344,"domain_scores_codex":[0.9971787,0.0004900038,0.0004936941,0.001383604,0.0001288009,0.0003252051],"domain_scores_gemma":[0.9990253,0.0002959034,0.0002270172,0.0002588147,0.00006021394,0.0001327317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002009704,0.0002918336,0.0009585387,0.03792214,0.0001691432,0.00008573485,0.00003828302,5.343555e-8,0.0003241826,0.0001755182,0.01678305,0.9430506],"study_design_scores_gemma":[0.0000236803,0.0003204024,0.2382751,0.01413111,0.0002208373,0.000008221263,0.00001059827,2.075846e-7,3.516865e-7,0.0006358876,0.7460375,0.0003361647],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01635649,0.9810561,5.991461e-9,0.0008147255,0.000116351,0.001369647,0.0001453879,0.00007757168,0.00006371518],"genre_scores_gemma":[0.0001670452,0.9984793,0.00000648194,0.0001327142,0.0004906594,0.0002625412,0.0002530524,0.000003586154,0.0002046174],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9427144,"threshold_uncertainty_score":0.5219209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08720469040102674,"score_gpt":0.331750705465,"score_spread":0.2445460150639732,"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."}}