{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004353769,0.0003641678,0.0007123608,0.0002506019,0.0002157706,0.000313725,0.0001949648,0.0005163092,0.003105724],"category_scores_gemma":[0.0004605374,0.0001626134,0.0005186378,0.0001521061,0.0001927511,0.0001953732,0.0002383896,0.0004834136,0.0001643151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001218632,"about_ca_system_score_gemma":0.0002662562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008867423,"about_ca_topic_score_gemma":0.001860996,"domain_scores_codex":[0.9998415,0.00004817693,0.00001900131,0.00002652094,0.00003043585,0.00003450716],"domain_scores_gemma":[0.9997577,0.00005123217,0.00008306726,0.000009401419,0.00002243673,0.00007620609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4771568,0.06388591,0.03757473,0.007801775,0.003396449,0.0001856745,0.0003774396,0.000579628,0.07384805,0.0001710758,0.00243614,0.3325863],"study_design_scores_gemma":[0.1060432,0.5745056,0.3037867,0.0007674837,0.002246349,0.0002801545,0.0002662157,0.000580102,0.006923918,0.0001900659,0.004375706,0.00003445684],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878132,0.0103598,0.000117964,0.0001578494,0.00008890568,0.0003934812,0.0003393185,0.0000235302,0.0007059723],"genre_scores_gemma":[0.9910789,0.005605537,0.0009133079,0.0002721694,0.0001373949,0.000492813,0.0003224136,0.000002697952,0.001174713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003105724,"threshold_uncertainty_score":0.01038969,"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."}}