{"id":"W4286698656","doi":"10.3389/fnut.2022.931458","title":"Dietary Component-Induced Inflammation and Its Amelioration by Prebiotics, Probiotics, and Synbiotics","year":2022,"lang":"en","type":"review","venue":"Frontiers in Nutrition","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Synbiotics; Immune system; Inflammation; Gut flora; Dysbiosis; Immunology; Inflammatory bowel disease; Microbiome; Medicine; Disease; Biology; Bioinformatics; Probiotic; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002317171,0.0003122014,0.0006280924,0.00020508,0.0001358542,0.00004738026,0.0001167313,0.0004825361,0.000004050703],"category_scores_gemma":[0.00005014962,0.0003427406,0.00007900128,0.000147252,0.00004802421,0.00001288723,0.0001287419,0.0003357871,0.000001260937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001245657,"about_ca_system_score_gemma":0.00009057178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000909118,"about_ca_topic_score_gemma":0.00001430942,"domain_scores_codex":[0.9983671,0.0002447731,0.0005022596,0.0005221892,0.000108694,0.0002549647],"domain_scores_gemma":[0.9993913,0.00001607737,0.0002776881,0.0001966097,0.00003470706,0.0000836727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001585609,0.0006148571,0.0001679223,0.1034913,0.0002938513,0.00001235391,0.0001805529,0.000002581742,0.0533822,0.00004559651,0.05103032,0.7906199],"study_design_scores_gemma":[0.0007184049,0.0004561822,0.00002222166,0.002854502,0.0002147617,0.00003366136,0.0001001778,0.00009002727,0.001263629,0.00005182223,0.9936969,0.0004977171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005018265,0.9925058,0.00007616624,0.00005861711,0.0004888283,0.001570344,0.0002502896,0.00001478668,0.00001684001],"genre_scores_gemma":[0.0006679954,0.9916655,0.001453235,0.00002784093,0.0002009034,0.00005320746,0.005843165,0.00004325187,0.00004483084],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9426666,"threshold_uncertainty_score":0.9999025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02640491597322774,"score_gpt":0.2816123223462397,"score_spread":0.2552074063730119,"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."}}