{"id":"W4386530913","doi":"10.1017/s0954422423000197","title":"The effects of branched-chain amino acids on muscle protein synthesis, muscle protein breakdown and associated molecular signalling responses in humans: an update","year":2023,"lang":"en","type":"review","venue":"Nutrition Research Reviews","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McGill University Health Centre; McGill University","funders":"McGill University","keywords":"Muscle protein; Amino acid; Chemistry; Cell biology; Biochemistry; Biology; Anatomy; Skeletal muscle","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00850006,0.0005160185,0.001489075,0.0005356299,0.0003165741,0.0001370363,0.0006575802,0.0006536605,0.000008269963],"category_scores_gemma":[0.006867809,0.000391595,0.0004498837,0.0009143802,0.0003039993,0.00002000603,0.0002170511,0.0008591812,0.00002612917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008161838,"about_ca_system_score_gemma":0.0001780074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004351729,"about_ca_topic_score_gemma":0.00008835809,"domain_scores_codex":[0.9868913,0.009440531,0.001228682,0.0009937399,0.0007195675,0.0007262123],"domain_scores_gemma":[0.9973509,0.0006985996,0.0005286656,0.000965994,0.0002742295,0.0001816269],"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":[0.0001687232,0.000775166,0.000001288659,0.0537619,0.00008408251,0.00003604942,0.00002020516,1.299861e-7,0.1400702,0.0003099781,0.0004513266,0.8043209],"study_design_scores_gemma":[0.0009286515,0.000846552,0.0001017563,0.07540906,0.0001162544,0.000001789046,0.00002245535,0.000003765583,0.02538691,0.0003914477,0.8962902,0.0005011451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03214439,0.9578716,0.00001625388,0.00008847127,0.00004649232,0.009639214,0.0001452491,0.00002592502,0.00002243578],"genre_scores_gemma":[0.002636543,0.9862545,0.0001393226,0.00002199638,0.0002004798,0.009984798,0.0005007553,0.0001109771,0.0001506137],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8958389,"threshold_uncertainty_score":0.9998536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07555837256347353,"score_gpt":0.382812743549707,"score_spread":0.3072543709862334,"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."}}