{"id":"W4221099083","doi":"10.1021/acs.jafc.1c06289","title":"Bioactive Peptides: From Basic Research to Clinical Trials and Commercialization","year":2022,"lang":"en","type":"review","venue":"Journal of Agricultural and Food Chemistry","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Commercialization; Hydrolysate; Clinical trial; Biotechnology; Medicine; Functional food; Pharmacology; Nutraceutical; Biology; Business; Biochemistry; Pathology","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":[0.003279881,0.0009915649,0.002012624,0.002250682,0.0002903283,0.002542564,0.001333273,0.001983683,0.005335851],"category_scores_gemma":[0.002889515,0.0004186319,0.0009662709,0.001903737,0.0009503972,0.002342029,0.001254707,0.002870593,0.002037744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009027111,"about_ca_system_score_gemma":0.002129078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005945389,"about_ca_topic_score_gemma":0.0007469506,"domain_scores_codex":[0.9990858,0.0001926227,0.0001278864,0.0001384194,0.0003791825,0.0000760738],"domain_scores_gemma":[0.9984062,0.0009200787,0.00019023,0.0000500528,0.0003170387,0.0001163878],"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":[0.0002772844,0.0001617784,0.0002051352,0.027268,0.0001224467,0.0002581683,0.00008324747,0.0003259431,0.004405929,0.007452473,0.01590245,0.9435371],"study_design_scores_gemma":[0.00009870306,0.0005335435,0.0008172753,0.01094297,0.0002191235,0.0008637789,0.00009573792,0.00015546,0.002201995,0.00444261,0.9795963,0.00003247998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003223174,0.9974032,0.0002889609,0.0005561996,0.0002413019,0.00001916693,0.00003529145,0.00001108838,0.001122449],"genre_scores_gemma":[0.001547496,0.9967237,0.0004418935,0.000465673,0.0002207647,0.00002880952,0.00004985374,0.000004498997,0.0005173669],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005335851,"threshold_uncertainty_score":0.01785016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2644810057245935,"score_gpt":0.4585070757600384,"score_spread":0.1940260700354449,"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."}}