{"id":"W4386855198","doi":"10.33073/pjm-2023-028","title":"Screening of Potential Probiotic <i>Lactobacillaceae</i> and Their Improvement of Type 2 Diabetes Mellitus by Promoting PI3K/AKT Signaling Pathway in db/db Mice","year":2023,"lang":"en","type":"article","venue":"Polish Journal of Microbiology","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Beijing Union University","keywords":"Lactobacillus fermentum; Lactobacillus plantarum; Probiotic; Biology; Lactobacillaceae; Diabetes mellitus; Microbiology; Lactic acid; Lactobacillus; Endocrinology; Food science; Bacteria; Fermentation","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":[0.0003383161,0.0008068529,0.0007760478,0.0005327175,0.0002127814,0.0003567777,0.0002833121,0.0002977909,0.0009271367],"category_scores_gemma":[0.0001245436,0.0002331834,0.0005870946,0.0004130396,0.0001955533,0.0002336662,0.0002023489,0.0006398759,0.0001940521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868873,"about_ca_system_score_gemma":0.0002763723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005684128,"about_ca_topic_score_gemma":0.0007896827,"domain_scores_codex":[0.9997328,0.00004114171,0.00003745324,0.00004216856,0.00007325893,0.00007319893],"domain_scores_gemma":[0.999869,0.000007427499,0.00004215384,0.000007662447,0.00001993078,0.00005381638],"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":[0.0009372751,0.0003213127,0.0005848728,0.00008598976,0.00002612771,0.00004494454,0.000009397269,0.00004018971,0.9958782,0.00003026503,0.00004974622,0.001991594],"study_design_scores_gemma":[0.0002462138,0.008814274,0.01451469,0.00003570614,0.0002401284,0.0003247302,0.0001280316,0.0006601118,0.9711085,0.00003956337,0.003868452,0.00001957401],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941697,0.002680226,0.001507604,0.0001782972,0.00005304599,0.00008258563,0.0006349788,0.00007279238,0.0006206476],"genre_scores_gemma":[0.9834842,0.00363096,0.007228453,0.0003727418,0.0000389706,0.0002182444,0.002252723,0.00003847487,0.002735313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009271367,"threshold_uncertainty_score":0.003101647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076251118634641,"score_gpt":0.1975059007337323,"score_spread":0.1867433895473859,"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."}}