{"id":"W4385659460","doi":"10.1080/15502783.2023.2243252","title":"Collagen peptides supplementation improves function, pain, and physical and mental outcomes in active adults","year":2023,"lang":"en","type":"article","venue":"Journal of the International Society of Sports Nutrition","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; American College of Sports Medicine","keywords":"Medicine; Osteoarthritis; Placebo; Mental health; Physical therapy; Activities of daily living; Clinical nutrition; Psychological intervention; Chronic pain; Randomized controlled trial; Sports medicine; Internal medicine; Psychiatry; Alternative medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002672118,0.00006053269,0.00009908545,0.00003200311,0.00003816941,0.000011966,0.00006608582,0.00003544309,0.000002720686],"category_scores_gemma":[0.00003083379,0.00004378089,0.000120532,0.00005767607,0.00006077112,0.00001778578,0.00005511883,0.00004117363,6.005774e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002588371,"about_ca_system_score_gemma":0.00001628568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001577747,"about_ca_topic_score_gemma":0.000009323305,"domain_scores_codex":[0.9994445,0.00001757455,0.0001890017,0.00008766034,0.0002055541,0.00005568274],"domain_scores_gemma":[0.9995678,0.00001754304,0.0002418625,0.00003716613,0.0001175711,0.00001802834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004843853,0.0002146763,0.1180539,0.00004517988,0.0002172421,7.323752e-7,0.000564441,0.0000103235,0.865788,0.00001484781,0.007203346,0.007402932],"study_design_scores_gemma":[0.001870116,0.0004103832,0.7883826,0.0001617466,0.00002737486,0.00001213754,0.003950789,0.0005199501,0.2014355,0.001461027,0.001676938,0.00009141029],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973811,0.00009436659,0.00001808652,0.002243618,0.00008631652,0.0001340584,0.00003024628,0.000001422488,0.0000107888],"genre_scores_gemma":[0.9985939,0.0008389937,0.0001863368,0.0001217431,0.0001361439,0.00000698558,0.00003960753,0.000003930887,0.0000723502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6703287,"threshold_uncertainty_score":0.1785333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005217009272613039,"score_gpt":0.2438552090720223,"score_spread":0.2386381997994093,"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."}}