{"id":"W3115946455","doi":"10.3390/microorganisms8122042","title":"Rumen and Hindgut Bacteria Are Potential Indicators for Mastitis of Mid-Lactating Holstein Dairy Cows","year":2020,"lang":"en","type":"article","venue":"Microorganisms","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Agriculture Research System of China; Zhejiang University; Ministry of Science and Technology of the People's Republic of China","keywords":"Mastitis; Rumen; Hindgut; Biology; Bacteria; Somatic cell count; Dairy cattle; Animal science; Eubacterium; Fermentation; Microbiology; Food science; Lactation; Ice calving; Ecology; Pregnancy; Genetics","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":[0.0005674298,0.0002315243,0.0003023279,0.0006316069,0.0002218117,0.0004120001,0.0001195269,0.0002286148,0.00037282],"category_scores_gemma":[0.0005967922,0.0001381873,0.0002043007,0.0003276743,0.0001389057,0.0001611902,0.0002307136,0.0001975748,0.00007331446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001799454,"about_ca_system_score_gemma":0.0001186641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001670691,"about_ca_topic_score_gemma":0.00260072,"domain_scores_codex":[0.9997991,0.00005086283,0.00001653159,0.00005230512,0.00003960971,0.00004161915],"domain_scores_gemma":[0.9996984,0.00007864469,0.0001322946,0.00001538647,0.00002617584,0.00004906832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003665528,0.00003121448,0.980858,0.00001130004,0.00004805505,0.00004275462,0.00006075075,0.00008855406,0.01486877,0.000008103971,0.00001116804,0.003604705],"study_design_scores_gemma":[0.000001732284,0.00007491322,0.9988313,0.000001427525,0.00002202674,0.00004647455,0.0000598452,0.0004179283,0.0005038842,0.000009400127,0.00002986588,0.000001152336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996359,0.000152335,0.0001223259,0.000004121348,5.136147e-7,0.000001319427,0.00003846837,0.000001271763,0.00004367452],"genre_scores_gemma":[0.9995591,0.0000494351,0.0002307056,0.000008131546,0.000001383209,0.000002025672,0.00008677339,5.815187e-7,0.00006188801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001670691,"threshold_uncertainty_score":0.003322005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01967292879668262,"score_gpt":0.2122898551493644,"score_spread":0.1926169263526818,"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."}}