{"id":"W4385459827","doi":"10.1101/2023.07.31.551361","title":"Sequencing and Culture-based Characterization of the Vaginal and Uterine Microbiota in Beef Cattle that Became Pregnant or Non-pregnant via Artificial Insemination","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"North Dakota Agricultural Experiment Station; Office of Experimental Program to Stimulate Competitive Research; North Dakota State University","keywords":"Biology; Artificial insemination; Pregnancy; Vagina; Uterus; Insemination; Antibiotics; Microbiology; Andrology; Physiology; Medicine; 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":[0.0003153672,0.0001797366,0.0002320388,0.0003695024,0.000276662,0.0004593182,0.000114957,0.0001964138,0.0003295301],"category_scores_gemma":[0.0004367289,0.0001352817,0.0001843613,0.0004009387,0.0002066224,0.0001542871,0.0002218344,0.0001842575,0.00007980669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001691972,"about_ca_system_score_gemma":0.0002445446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003790577,"about_ca_topic_score_gemma":0.00452584,"domain_scores_codex":[0.9997393,0.0000451789,0.00001833899,0.00005887822,0.00007853706,0.00005964912],"domain_scores_gemma":[0.999751,0.00004533204,0.00009195997,0.00001319112,0.00005458262,0.00004383085],"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":[0.0006442784,0.00008880215,0.2798203,0.0001272233,0.00005360123,0.0003446668,0.0008008056,0.0001656262,0.7037402,0.00004859515,0.00007653464,0.01408927],"study_design_scores_gemma":[0.000006469988,0.0005213132,0.9690053,0.00002502424,0.00005504296,0.0006415376,0.001052356,0.0008935185,0.02688186,0.00002895861,0.0008810435,0.000007652566],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991298,0.0002329768,0.0003147109,0.00001172614,0.00000420994,0.000006782441,0.0001587692,0.000001928672,0.0001391049],"genre_scores_gemma":[0.9973055,0.0002898342,0.001380857,0.0000416214,0.000007731551,0.00001320413,0.000578972,0.000002833409,0.0003794007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003790577,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01879115504140992,"score_gpt":0.242919363553477,"score_spread":0.2241282085120671,"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."}}