{"id":"W4399606164","doi":"10.3390/foods13121853","title":"Effect of Bioactive Peptides on Gut Microbiota and Their Relations to Human Health","year":2024,"lang":"en","type":"article","venue":"Foods","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Uva Wellassa University","keywords":"Gut flora; Biology; Immune system; Antimicrobial peptides; Human health; Novelty; Computational biology; Immunology; Antimicrobial; Microbiology; Medicine; Psychology","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":[0.0004118971,0.000305783,0.0003684208,0.0005545946,0.0001871555,0.0006394869,0.0001368927,0.0004358906,0.001398697],"category_scores_gemma":[0.0005593366,0.00008648464,0.0002695136,0.0004757466,0.0003717012,0.0003443184,0.0003484049,0.0004522971,0.0002159733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002055175,"about_ca_system_score_gemma":0.000278504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004415965,"about_ca_topic_score_gemma":0.0003801332,"domain_scores_codex":[0.9997911,0.00007252784,0.00001481822,0.00004482476,0.00004688335,0.0000300141],"domain_scores_gemma":[0.9997579,0.0001008889,0.00006726102,0.000008878434,0.00003726321,0.00002773813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00181055,0.0004331626,0.02903463,0.01178518,0.000521003,0.001955757,0.0007892852,0.001025708,0.3756303,0.007961728,0.003027014,0.5660257],"study_design_scores_gemma":[0.0001230339,0.005294547,0.4569135,0.004119072,0.001251541,0.0080284,0.001860842,0.001806196,0.1944876,0.01774353,0.3081773,0.0001944027],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1770872,0.8095126,0.003400321,0.001303962,0.0003520563,0.00003183839,0.00038447,0.00004030385,0.007887293],"genre_scores_gemma":[0.4765664,0.5159361,0.00368827,0.0006081109,0.0003331661,0.0000572234,0.0002364445,0.00001516652,0.002558997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001398697,"threshold_uncertainty_score":0.004679143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007312204497578211,"score_gpt":0.2954248691116237,"score_spread":0.2881126646140455,"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."}}