{"id":"W4390197795","doi":"10.21203/rs.3.rs-3783101/v1","title":"Effects of Dietary Restriction and One-Carbon Metabolite Supplementation During the First 63 Days of Gestation on the Maternal Gut, Vaginal, and Blood Microbiota in Cattle","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"North Dakota State University; U.S. Department of Agriculture","keywords":"Gestation; Biology; Microbiome; Fetus; Animal science; Pregnancy; Metabolite; Physiology; Endocrinology; Bioinformatics; 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":[0.0003540969,0.0004932191,0.001124573,0.0004016657,0.0005730688,0.0007364773,0.000451669,0.0009111254,0.001725714],"category_scores_gemma":[0.000809612,0.0004037724,0.0003606641,0.0002868306,0.0009965659,0.0003847543,0.000500163,0.001274124,0.0002694268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001397152,"about_ca_system_score_gemma":0.001210211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01510988,"about_ca_topic_score_gemma":0.02589633,"domain_scores_codex":[0.9995648,0.00008265931,0.00002042556,0.0001328875,0.00003954586,0.0001596986],"domain_scores_gemma":[0.9989441,0.0002819915,0.0002014513,0.00008232478,0.00007062446,0.0004194924],"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":[0.1579699,0.002040088,0.01036713,0.0002921414,0.0001861859,0.0003381305,0.0005762384,0.0003919379,0.8135225,0.000158706,0.0003641963,0.01379279],"study_design_scores_gemma":[0.001593398,0.04245737,0.3924817,0.000204734,0.0009691292,0.0004548898,0.002176915,0.002403314,0.5498,0.0006900694,0.006592231,0.0001763174],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986765,0.0006315405,0.00009209806,0.00008422218,0.00002576178,0.000005637817,0.000236204,0.000007869556,0.0002401719],"genre_scores_gemma":[0.9932352,0.0008046669,0.0004407792,0.000178478,0.00003464122,0.00004709461,0.0005931482,0.00002852529,0.004637495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01510988,"threshold_uncertainty_score":0.03004384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0321146364397422,"score_gpt":0.3361300497582219,"score_spread":0.3040154133184797,"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."}}