{"id":"W2888359114","doi":"10.1017/s1751731118001921","title":"Review: Enhancing gastrointestinal health in dairy cows","year":2018,"lang":"en","type":"review","venue":"animal","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":239,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Manitoba","funders":"","keywords":"Hindgut; Rumen; Feces; Abomasum; Biology; Digestion (alchemy); Nutrient; Gastrointestinal tract; Microorganism; Acidosis; Microbiology; Physiology; Animal science; Food science; Bacteria; Chemistry; Biochemistry; Ecology; Endocrinology","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":[0.0006377955,0.001124181,0.00207577,0.002717101,0.0003585289,0.001898061,0.001264104,0.00235267,0.01049676],"category_scores_gemma":[0.002390887,0.0002902436,0.001061624,0.002640941,0.0004278494,0.001640353,0.0007937466,0.001378976,0.003019885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006703467,"about_ca_system_score_gemma":0.00152928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001518191,"about_ca_topic_score_gemma":0.001404284,"domain_scores_codex":[0.9995005,0.00009944545,0.0001181691,0.0001036289,0.0001364676,0.00004181656],"domain_scores_gemma":[0.9987675,0.0005465286,0.0002434254,0.00003019943,0.000316368,0.00009602468],"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":[0.0003701748,0.00008915309,0.0003759242,0.1690576,0.0005060307,0.0003269328,0.0001395022,0.0002764827,0.001742959,0.001078846,0.1337608,0.6922755],"study_design_scores_gemma":[0.00004634577,0.0001779414,0.002373619,0.02691149,0.0006762013,0.001425681,0.0001323657,0.00007224192,0.0005007521,0.0008043057,0.9668451,0.00003399581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001534332,0.9973605,0.00008167208,0.0005520871,0.001023204,0.00001245848,0.00008987288,0.00001370236,0.0007129955],"genre_scores_gemma":[0.001176633,0.9961429,0.0001461612,0.0007010969,0.0009725693,0.00001412068,0.0001274126,0.000004368181,0.0007146566],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01049676,"threshold_uncertainty_score":0.03511518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0714779158950239,"score_gpt":0.3358700370394121,"score_spread":0.2643921211443882,"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."}}