{"id":"W2924180394","doi":"10.3390/molecules24061104","title":"Anti-Oxidative and Anti-Aging Activities of Porcine By-Product Collagen Hydrolysates Produced by Commercial Proteases: Effect of Hydrolysis and Ultrafiltration","year":2019,"lang":"en","type":"article","venue":"Molecules","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Research Foundation of Korea; Ministry of Science, ICT and Future Planning; National Research Foundation","keywords":"Chemistry; Hydrolysate; Papain; Ultrafiltration (renal); Hydrolysis; Proteases; Antioxidant; Enzymatic hydrolysis; Chromatography; Enzyme; Biochemistry; Food science","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":[0.0003938453,0.0005453538,0.0002249183,0.0002107574,0.00009024312,0.0001878829,0.0001270583,0.000257267,0.0005049949],"category_scores_gemma":[0.0003264156,0.0001298877,0.0003523593,0.0001876029,0.000161584,0.0002622778,0.0001105062,0.0003614446,0.00009857106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001017802,"about_ca_system_score_gemma":0.000152012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004798465,"about_ca_topic_score_gemma":0.0007403966,"domain_scores_codex":[0.9997936,0.00005850549,0.00002554941,0.00003106542,0.00004706853,0.00004423552],"domain_scores_gemma":[0.9997054,0.00007839931,0.0001044367,0.00001854121,0.00004453315,0.00004873438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001619852,0.00003707029,0.0002278162,0.00004147983,0.000009924067,0.00002617867,0.000009615057,0.00003305726,0.9986287,0.000004808765,0.000003151728,0.0008161493],"study_design_scores_gemma":[0.00001004031,0.0004743331,0.005007107,0.00000525503,0.00002200571,0.0001121484,0.00001330296,0.0002392659,0.9938976,0.000005506305,0.0002099697,0.000003424562],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959116,0.002374148,0.001317294,0.00002378858,0.00001165835,0.00001867155,0.00006687043,0.000008901665,0.0002670833],"genre_scores_gemma":[0.9948087,0.001217684,0.003258918,0.00003597279,0.00001066765,0.00001396172,0.0002006122,0.00001049865,0.0004429698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005453538,"threshold_uncertainty_score":0.002082944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00282672508830781,"score_gpt":0.2135846562645975,"score_spread":0.2107579311762897,"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."}}