{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003441249,0.0005663953,0.0006664027,0.001137094,0.0001862677,0.000805867,0.000307284,0.0008126821,0.001333901],"category_scores_gemma":[0.0003703065,0.0001725396,0.0006331502,0.0006524878,0.0003310794,0.0007126008,0.0005181062,0.001190472,0.0003990881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003547123,"about_ca_system_score_gemma":0.000506663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005023803,"about_ca_topic_score_gemma":0.0007147837,"domain_scores_codex":[0.9997557,0.00005058587,0.00004708561,0.00004511647,0.00006759125,0.00003399658],"domain_scores_gemma":[0.9998707,0.00003825538,0.00003485844,0.000005277916,0.00003529566,0.00001566295],"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":[0.001564607,0.0005064994,0.002673664,0.03879083,0.0003234281,0.001300559,0.0004277316,0.0007077607,0.2118666,0.01058768,0.009218658,0.722032],"study_design_scores_gemma":[0.0001198889,0.003758213,0.0273728,0.005783154,0.0008933267,0.007089625,0.0004973776,0.0008796946,0.09269443,0.009109438,0.851651,0.0001511002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008781477,0.9862488,0.00145181,0.0006757982,0.0004621414,0.00003302108,0.0000949552,0.00002706479,0.002224954],"genre_scores_gemma":[0.03565689,0.9571956,0.00257871,0.0008982557,0.00075987,0.00008107885,0.0001953647,0.00001197056,0.002622224],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001333901,"threshold_uncertainty_score":0.004462302,"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."}}