{"id":"W4220824616","doi":"10.1096/fj.202101750r","title":"Dietary fiber combinations to mitigate the metabolic, microbial, and cognitive imbalances resulting from diet‐induced obesity in rats","year":2022,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Children's Hospital Research Institute; Alberta Innovates - Health Solutions","keywords":"Resistant starch; Bacteroides; Dietary fiber; Obesity; Gut flora; Insulin resistance; Microbiome; Fiber","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005789076,0.00009969594,0.0001238515,0.00003277018,0.0008636626,0.00005221626,0.00021118,0.00003195533,0.00008540024],"category_scores_gemma":[0.00005929825,0.000066272,0.00005106736,0.0001053726,0.00005760789,0.000004835212,0.0002406538,0.0003763042,0.000008802348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001439557,"about_ca_system_score_gemma":0.00008874019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002233937,"about_ca_topic_score_gemma":0.0002815321,"domain_scores_codex":[0.9989379,0.0003908138,0.0001947452,0.0001691889,0.00008924933,0.0002181227],"domain_scores_gemma":[0.9995829,0.00006486507,0.000104927,0.0001297416,0.0000496514,0.00006784679],"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":[0.0002076198,0.00006522671,0.001700722,0.000001647534,0.0000528771,0.000006680573,0.0009316243,0.00002663176,0.9934646,0.000004299293,0.001283441,0.002254559],"study_design_scores_gemma":[0.003116451,0.0009343656,0.3793354,0.00007273567,0.0001610552,0.0002548577,0.005692495,0.00006015032,0.5899674,0.0004069311,0.01956541,0.0004327996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943548,0.002020508,0.000003586392,0.002919972,0.0001322923,0.0002115688,0.0001809746,0.000002907803,0.0001734291],"genre_scores_gemma":[0.9978406,0.0002091401,0.00005135114,0.001346509,0.0001599692,0.00001315912,0.00006209887,0.000009401365,0.0003078036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4034973,"threshold_uncertainty_score":0.6642681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745266303491014,"score_gpt":0.2674281198470191,"score_spread":0.2499754568121089,"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."}}