{"id":"W3112770431","doi":"10.1080/10408398.2020.1851168","title":"Anti-diabetic effects of bioactive peptides: recent advances and clinical implications","year":2020,"lang":"en","type":"review","venue":"Critical Reviews in Food Science and Nutrition","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Nutraceutical; Diabetes mellitus; Medicine; Psychological intervention; Type 2 diabetes; Intensive care medicine; Bioinformatics; Endocrinology; Biology; Pathology","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":[0.000635993,0.0008787736,0.001030949,0.001444273,0.0002168225,0.001042561,0.0006519954,0.0009862332,0.003098202],"category_scores_gemma":[0.0007762323,0.000226502,0.0003904328,0.001904903,0.0005119714,0.001172168,0.0006894916,0.001839239,0.001750119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004017234,"about_ca_system_score_gemma":0.0007178522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004930165,"about_ca_topic_score_gemma":0.0007853511,"domain_scores_codex":[0.9998274,0.00002865476,0.00002403609,0.00003209089,0.0000662001,0.00002159125],"domain_scores_gemma":[0.9995884,0.0002087217,0.00004935106,0.00001065697,0.00009659806,0.00004627591],"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":[0.000122902,0.00008057775,0.0001449151,0.01179363,0.00005929872,0.0001539508,0.00004988959,0.0002322403,0.003008069,0.002534204,0.01342335,0.9683968],"study_design_scores_gemma":[0.00002895353,0.0002392109,0.00108338,0.002717486,0.0001100095,0.001189498,0.0000773319,0.0001226679,0.001029059,0.002301914,0.9910768,0.00002366966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001070319,0.9990076,0.0000708918,0.0001735324,0.0001582878,0.000001967287,0.000007202291,0.000004093579,0.0004692182],"genre_scores_gemma":[0.0006078996,0.9986306,0.0001297764,0.0001216655,0.0001727573,0.000003453158,0.00001382451,0.000001016157,0.0003189869],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003098202,"threshold_uncertainty_score":0.01036447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05777060161334877,"score_gpt":0.4124345561967251,"score_spread":0.3546639545833764,"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."}}