{"id":"W4386368955","doi":"10.3390/medicines10090050","title":"Collagen Hydrolysates: A Source of Bioactive Peptides Derived from Food Sources for the Treatment of Osteoarthritis","year":2023,"lang":"en","type":"review","venue":"Medicines","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hydrolysate; Osteoarthritis; Bioavailability; Food science; Joint pain; Chemistry; Functional food; Peptide; Medicine; Pharmacology; Internal medicine; Biochemistry; Alternative medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001794396,0.0004336142,0.00152579,0.0001024324,0.00009099898,0.00001095471,0.0003561469,0.000292228,0.000009903952],"category_scores_gemma":[0.0001947749,0.0002393843,0.0008362234,0.0002079994,0.0004152679,0.000002328701,0.00007687486,0.00004402338,0.000002709001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000236377,"about_ca_system_score_gemma":0.0001454941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000295007,"about_ca_topic_score_gemma":0.0003534133,"domain_scores_codex":[0.9983032,0.0001300483,0.0006487438,0.0004754105,0.0001988976,0.0002437008],"domain_scores_gemma":[0.9979737,0.0005616102,0.0007235844,0.0005402915,0.0001412655,0.00005954091],"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":[0.0001440282,0.0001806888,0.00005290135,0.002553514,0.003814034,0.000001644705,0.000613765,0.000005262852,0.02688926,0.000001897912,0.0001976271,0.9655454],"study_design_scores_gemma":[0.001010357,0.004980927,0.00001762061,0.003242596,0.002695299,0.000004589363,0.0007950368,0.000007820474,0.1090377,0.00003236766,0.8778797,0.0002959469],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0357483,0.9611366,0.0001798288,0.00004861707,0.0001233411,0.001871073,0.0008591511,0.00001436015,0.000018675],"genre_scores_gemma":[0.01406851,0.9832212,0.0001116651,0.00001650747,0.0007097437,0.0009036771,0.0005883693,0.0000709507,0.0003093495],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9652494,"threshold_uncertainty_score":0.9761809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04454345052849684,"score_gpt":0.3076291601239209,"score_spread":0.263085709595424,"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."}}