{"id":"W4401587561","doi":"10.20944/preprints202407.2490.v1","title":"Influence of Northern Wild Rice on Gut Dysbiosis and Short Chain Fatty Acids: Correlation with Metabolic and Inflammatory Markers in High Fat Diet-Induced Insulin Resistant Mice","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Diabetes Canada","keywords":"Insulin resistance; Dysbiosis; Gut flora; Insulin; Biology; Endocrinology; Internal medicine; Biochemistry; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001720955,0.0006138523,0.0004573748,0.0004064504,0.0001692065,0.0003457359,0.0001538686,0.0002518969,0.001067949],"category_scores_gemma":[0.0001149708,0.0002310868,0.0004218669,0.000232033,0.0004121267,0.0002294102,0.0002694679,0.0007126148,0.00020574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002203577,"about_ca_system_score_gemma":0.0002522514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008196122,"about_ca_topic_score_gemma":0.001419134,"domain_scores_codex":[0.999862,0.00002401429,0.00001334939,0.00004318616,0.0000242428,0.00003325222],"domain_scores_gemma":[0.9997513,0.00001071936,0.00009111748,0.00002715956,0.00001598231,0.00010365],"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":[0.005709955,0.000285108,0.00543167,0.00008361896,0.00003519111,0.0001312736,0.00004828494,0.00005329671,0.9851896,0.00005831891,0.00006036499,0.002913255],"study_design_scores_gemma":[0.0004152529,0.01385335,0.2988696,0.00004774108,0.0003357869,0.001003667,0.0007062468,0.001428995,0.6790712,0.0002743575,0.003934595,0.00005914744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985415,0.0003345443,0.0004506523,0.00007021864,0.00001590122,0.00001005237,0.0002588414,0.00003479471,0.0002835847],"genre_scores_gemma":[0.9943857,0.0005285051,0.001726406,0.0001353821,0.0000143841,0.00006273114,0.0005055054,0.00002912465,0.002612416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001067949,"threshold_uncertainty_score":0.003572583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103240728012511,"score_gpt":0.2816715269616082,"score_spread":0.2506391196814831,"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."}}