{"id":"W4401308499","doi":"10.1002/mnfr.202400251","title":"Interplay of Food‐Derived Bioactive Peptides with Gut Microbiota: Implications for Health and Disease Management","year":2024,"lang":"en","type":"review","venue":"Molecular Nutrition & Food Research","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Key Research and Development Program of China; Natural Science Foundation of Hubei Province","keywords":"Gut flora; Biology; Disease; Gut bacteria; Immune system; Computational biology; Immunity; Bioinformatics; Immunology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0004055462,0.0007131562,0.001096831,0.00147477,0.0002573129,0.001229412,0.0005296117,0.001144491,0.003748564],"category_scores_gemma":[0.0005303505,0.0001891043,0.0003658416,0.001420935,0.0003988386,0.001148779,0.0007585366,0.001525454,0.00191135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004723699,"about_ca_system_score_gemma":0.0009651149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000588599,"about_ca_topic_score_gemma":0.00093969,"domain_scores_codex":[0.9998679,0.00002583451,0.00001571057,0.00002533777,0.00004766243,0.00001752524],"domain_scores_gemma":[0.9998077,0.0000918705,0.00002618322,0.000006046395,0.00004530064,0.00002293899],"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":[0.00008139129,0.00007627113,0.0002036715,0.01475205,0.00009180842,0.0002571094,0.00007248674,0.0003274187,0.004677592,0.006681482,0.01880827,0.9539705],"study_design_scores_gemma":[0.00001220819,0.0001039111,0.000876169,0.003139802,0.00008240079,0.001271858,0.00008647024,0.0001030832,0.0009934211,0.003375757,0.9899333,0.00002146376],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001545024,0.9981089,0.0002064379,0.0003416585,0.0001772293,0.000003240179,0.0000207085,0.000007852005,0.0009795791],"genre_scores_gemma":[0.0007543949,0.998167,0.0002374657,0.0001458791,0.0001058202,0.000005719777,0.00002237078,0.000001449746,0.0005598632],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003748564,"threshold_uncertainty_score":0.01254022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05717099180989971,"score_gpt":0.4098730437543095,"score_spread":0.3527020519444098,"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."}}