{"id":"W4406892403","doi":"10.2139/ssrn.5104321","title":"Synergistic Action of Non-Digestible Xylooligosaccharide and Lactiplantibacillus Plantarum Zdy2013 Against High Fat Diet and Streptozocin-Induced Type 2 Diabetes Mellitus in Rats","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Microbial Metabolites in Food Biotechnology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Streptozocin; Internal medicine; Diabetes mellitus; Endocrinology; Action (physics); Type 2 Diabetes Mellitus; Type 2 diabetes; Chemistry; Medicine; Streptozotocin","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":[0.0001523665,0.000697121,0.0006823891,0.0005214635,0.0001693122,0.0002710605,0.0002471904,0.0003819122,0.001171536],"category_scores_gemma":[0.0001398854,0.0002058488,0.000512431,0.0002929058,0.0003208542,0.000249504,0.0002308241,0.0007396368,0.000211924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001976683,"about_ca_system_score_gemma":0.0005223672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001233992,"about_ca_topic_score_gemma":0.00141343,"domain_scores_codex":[0.9998525,0.00002046584,0.00001057133,0.00002891005,0.00003032753,0.0000571514],"domain_scores_gemma":[0.9998542,0.00001581147,0.000028428,0.00001063177,0.00001294252,0.00007784428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01161511,0.0007830654,0.0004382784,0.0001031583,0.00004122321,0.0001072881,0.00002908317,0.0001272971,0.9817577,0.00009159158,0.00005805742,0.004848252],"study_design_scores_gemma":[0.0003159906,0.007724345,0.003592504,0.00001001214,0.000131059,0.0001078904,0.00006317125,0.0004215337,0.9866671,0.00004878476,0.000905635,0.00001195101],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976825,0.0009768311,0.0004835464,0.00007286305,0.0000507462,0.00001821924,0.0001888482,0.00003499089,0.0004913984],"genre_scores_gemma":[0.9954234,0.001006507,0.0008411781,0.00004947135,0.00002570238,0.00002719605,0.0003203447,0.00001051392,0.002295717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001233992,"threshold_uncertainty_score":0.003919184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147855531023941,"score_gpt":0.2583386756288881,"score_spread":0.2468601203186487,"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."}}