{"id":"W6939696199","doi":"10.6084/m9.figshare.12832077","title":"Additional file 4 of Gut microbiota modulation with long-chain corn bran arabinoxylan in adults with overweight and obesity is linked to an individualized temporal increase in fecal propionate","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Gut flora; Lactobacillus; Feces; Obesity; Arabinoxylan; Multivariate statistics; Eubacterium; Bran; Stepwise regression","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001612992,0.002073311,0.002372407,0.00178979,0.001392171,0.002539784,0.003097056,0.00227459,0.8835366],"category_scores_gemma":[0.03134695,0.001007115,0.002025835,0.003201141,0.0003779579,0.002587083,0.001309859,0.001279654,0.1089317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00102258,"about_ca_system_score_gemma":0.002427251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01090135,"about_ca_topic_score_gemma":0.01609878,"domain_scores_codex":[0.999071,0.0001375491,0.0001710455,0.0002672622,0.0001733419,0.0001798988],"domain_scores_gemma":[0.9822654,0.01323633,0.001489583,0.0008410037,0.001593576,0.0005742398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002909484,0.0004324301,0.0144387,0.0155395,0.0003609939,0.0004914824,0.0002567059,0.0007741969,0.0005752327,0.0009773782,0.945035,0.01820891],"study_design_scores_gemma":[0.05584238,0.002438163,0.2236546,0.02755388,0.001770323,0.003986878,0.002390297,0.01017456,0.004058692,0.02257202,0.644711,0.0008471514],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0006286036,0.00004295107,0.0002980821,0.0001533696,0.00005193012,0.0001994583,0.9978904,0.000264357,0.0004708472],"genre_scores_gemma":[0.0304663,0.0004772441,0.01325358,0.002083718,0.0004426133,0.009857249,0.9211436,0.001684759,0.02059094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8835366,"threshold_uncertainty_score":0.1661209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0120675198020133,"score_gpt":0.2233797052406606,"score_spread":0.2113121854386473,"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."}}