{"id":"W4307273667","doi":"10.3390/ijms232012692","title":"High-Molecular-Weight Dextran-Type Exopolysaccharide Produced by the Novel Apilactobacillus waqarii Improves Metabolic Syndrome: In Vitro and In Vivo Analyses","year":2022,"lang":"en","type":"article","venue":"International Journal of Molecular Sciences","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Higher Education Commision, Pakistan","keywords":"Dextran; Metabolic syndrome; In vivo; Bacteria; Lactic acid; Biology; Gut flora; Type 2 diabetes; Microbiome; Diabetes mellitus; Microbiology; In vitro; Pharmacology; Biochemistry; Endocrinology; Bioinformatics; Biotechnology","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":[0.0002269059,0.0003774265,0.0002599058,0.0002008718,0.00008267113,0.0002459365,0.0001173172,0.0002277927,0.0003653332],"category_scores_gemma":[0.0001243322,0.00009305289,0.0003500464,0.0001647924,0.0001115537,0.0002236982,0.0001731098,0.0005189392,0.00008523459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001040296,"about_ca_system_score_gemma":0.000130461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004140249,"about_ca_topic_score_gemma":0.0006305402,"domain_scores_codex":[0.9998949,0.00002672387,0.00001080311,0.00001443926,0.00003179609,0.00002129833],"domain_scores_gemma":[0.9999206,0.000009900798,0.00002323434,0.000006201874,0.00001653693,0.00002348146],"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":[0.000184834,0.0001555389,0.0001680736,0.00006755777,0.000009697662,0.00003800175,0.00001291727,0.00009324705,0.9972298,0.00003084007,0.00002822911,0.001981224],"study_design_scores_gemma":[0.00003371885,0.003910042,0.00715562,0.00002155705,0.000071485,0.0001190135,0.00006154152,0.000792935,0.9856411,0.00004522903,0.002138338,0.000009415717],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939831,0.003000568,0.001840036,0.000146859,0.00004166874,0.00003642694,0.0002809341,0.00002252985,0.0006478449],"genre_scores_gemma":[0.9932107,0.002555218,0.002600087,0.00007584319,0.00001391938,0.00002715993,0.00040335,0.00001075826,0.00110284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004140249,"threshold_uncertainty_score":0.001222193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596012583513071,"score_gpt":0.2968440576360794,"score_spread":0.2808839318009487,"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."}}