{"id":"W4407221551","doi":"10.3389/fvets.2025.1462287","title":"Impact of Saccharomyces cerevisiae on the intestinal microbiota of dogs with antibiotic-induced dysbiosis","year":2025,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Dysbiosis; Antibiotics; Saccharomyces cerevisiae; Microbiology; Biology; Gut flora; Immunology; Genetics; Yeast","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":[0.0001902339,0.000238599,0.0003292531,0.0003009266,0.0001787319,0.0003405061,0.0001035843,0.0002409708,0.000848626],"category_scores_gemma":[0.0002461387,0.0001202752,0.0002327328,0.0001464723,0.0002281697,0.0002129076,0.000259518,0.0003151546,0.0001185588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002555304,"about_ca_system_score_gemma":0.0001860112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006280356,"about_ca_topic_score_gemma":0.0012186,"domain_scores_codex":[0.9998075,0.00003826238,0.00001464515,0.00004337433,0.0000437226,0.00005242681],"domain_scores_gemma":[0.9998111,0.00002244375,0.00005543847,0.000008609318,0.00002664519,0.00007571003],"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":[0.01148824,0.001175824,0.1438052,0.0002324399,0.0001227651,0.0005989716,0.0003341793,0.0001915019,0.8277556,0.00005764441,0.0002385592,0.01399909],"study_design_scores_gemma":[0.00009710639,0.02338416,0.8308027,0.00004532369,0.0001831293,0.00178541,0.001004937,0.0008549173,0.1395197,0.00006280701,0.002240194,0.00001958632],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993592,0.000354447,0.00006116088,0.0000169884,0.000005348089,0.000007608637,0.00006302536,0.000003841259,0.0001284675],"genre_scores_gemma":[0.9990446,0.0002247914,0.0002367366,0.00002791231,0.000004469804,0.000008333968,0.0002140497,0.000001721651,0.0002373662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000848626,"threshold_uncertainty_score":0.00283891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01460725599897811,"score_gpt":0.296732339777984,"score_spread":0.2821250837790059,"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."}}