{"id":"W3081694873","doi":"10.3920/bm2020.0028","title":"A systematic review of the effect of dietary pulses on microbial populations inhabiting the human gut","year":2020,"lang":"en","type":"review","venue":"Beneficial Microbes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Winnipeg","funders":"","keywords":"Biology; Gut flora; Dietary fibre; Microbiome; Food science; Species richness; Gut microbiome; Ecology; Bioinformatics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004415632,0.0004240297,0.002023747,0.00004977774,0.000229854,0.00001491521,0.0007223072,0.0002657746,0.000009780912],"category_scores_gemma":[0.0004710918,0.0002212873,0.00118752,0.00025465,0.0001135681,0.000001742002,0.0002820814,0.0002853211,0.000008431731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003142717,"about_ca_system_score_gemma":0.0002099175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007593446,"about_ca_topic_score_gemma":0.0001243328,"domain_scores_codex":[0.9971811,0.0008115961,0.001274246,0.0003660298,0.0001298479,0.0002371599],"domain_scores_gemma":[0.9978422,0.0001227126,0.001181668,0.0007433171,0.00007210786,0.00003799333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000006203035,0.00003198763,0.000007508843,0.9481692,0.0001837907,6.063381e-7,0.00001745585,6.249052e-7,0.04705225,0.00007496956,0.0009251631,0.003530263],"study_design_scores_gemma":[0.0001636838,0.0005317255,0.00003463414,0.9121912,0.003444627,0.00005190805,0.000008711922,1.30322e-7,0.004215831,0.000004691622,0.07900825,0.0003445786],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003082639,0.9932539,0.000001029554,0.0001010732,0.0002198608,0.00289117,0.0003565937,0.000006763832,0.00008696685],"genre_scores_gemma":[0.003050625,0.9958006,0.00001791716,0.0002463854,0.0002968147,0.00008160435,0.0004004457,0.00005503513,0.00005057985],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07808309,"threshold_uncertainty_score":0.9023833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02786668295997497,"score_gpt":0.333817315128028,"score_spread":0.305950632168053,"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."}}