{"id":"W4394838429","doi":"10.1186/s40798-024-00686-9","title":"Attenuating Muscle Damage Biomarkers and Muscle Soreness After an Exercise-Induced Muscle Damage with Branched-Chain Amino Acid (BCAA) Supplementation: A Systematic Review and Meta-analysis with Meta-regression","year":2024,"lang":"en","type":"review","venue":"Sports Medicine - Open","topic":"Exercise and Physiological Responses","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Meta-analysis; Medicine; Randomized controlled trial; Creatine kinase; Delayed onset muscle soreness; Placebo; Muscle damage; Internal medicine; Population; Physical therapy; 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":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003551355,0.001532514,0.01601263,0.0006774157,0.0002306326,0.000190892,0.0005493077,0.0003024303,0.002939142],"category_scores_gemma":[0.0002481959,0.0006328311,0.001115034,0.002098905,0.0003621874,0.0005014613,0.0004555233,0.0006208147,0.000009595122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007195427,"about_ca_system_score_gemma":0.0003052022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004178125,"about_ca_topic_score_gemma":0.0002001898,"domain_scores_codex":[0.993228,0.0009386768,0.002054846,0.001894251,0.001284494,0.0005997994],"domain_scores_gemma":[0.9952794,0.0004697168,0.001413269,0.001858233,0.0002760485,0.0007033133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0004360701,0.0002176672,0.00003099699,0.8369474,0.1105746,0.002365572,0.0008765391,4.4402e-7,0.00004107161,0.00001045944,0.0004202236,0.04807899],"study_design_scores_gemma":[0.0007750534,0.0007016596,0.001139208,0.1672108,0.8258146,0.00008879986,0.0007193016,0.00001045388,0.000004984763,0.00001541628,0.002837652,0.0006820778],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002670507,0.9852471,0.00002428696,0.0009538209,0.00003960007,0.01056927,0.0002181626,0.00008032528,0.0001968789],"genre_scores_gemma":[0.02056937,0.9695725,0.0008771378,0.001142005,0.00008907406,0.004639084,0.001726837,0.0001816415,0.001202312],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7152401,"threshold_uncertainty_score":0.9997423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1153493030869997,"score_gpt":0.4010416875975051,"score_spread":0.2856923845105055,"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."}}