{"id":"W2130375741","doi":"10.1113/jp271087","title":"Age‐related neuromuscular changes affecting human vastus lateralis","year":2015,"lang":"en","type":"article","venue":"The Journal of Physiology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University; University of Waterloo","funders":"Medical Research Council","keywords":"Motor unit; Vastus lateralis muscle; Ageing; Motor unit recruitment; Thigh; Neuromuscular transmission; Anatomy; Magnetic resonance imaging; Medicine; Neuromuscular junction; Skeletal muscle; Sarcopenia; Electromyography; Physical medicine and rehabilitation; Cardiology; Internal medicine; Psychology; Neuroscience","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":[0.0002244204,0.0001678476,0.0001384286,0.0003091558,0.000123159,0.0001312205,0.000105096,0.0002037082,0.001680518],"category_scores_gemma":[0.0004827181,0.00008649725,0.00009402855,0.0001708936,0.0001507618,0.0001878042,0.0001815927,0.0001108092,0.0002266517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000126895,"about_ca_system_score_gemma":0.00008068408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001473694,"about_ca_topic_score_gemma":0.002009064,"domain_scores_codex":[0.9999231,0.00001196011,0.000007717596,0.00002614582,0.00002123692,0.000009777294],"domain_scores_gemma":[0.9998198,0.00002350553,0.00008021695,0.00001370519,0.00003883973,0.00002396964],"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":[0.001334676,0.0001705445,0.4785437,0.0002671772,0.0001828179,0.00238317,0.0006507701,0.0003926892,0.4808156,0.0001191672,0.0006402628,0.03449938],"study_design_scores_gemma":[0.000004533108,0.0003248155,0.9957283,0.000005831966,0.00001324896,0.001215253,0.00008072408,0.00009477241,0.002183056,0.00002873756,0.0003177127,0.000002919196],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982411,0.0006640969,0.0003803632,0.00002030153,0.000005959197,0.0000124562,0.0001565302,0.000007132966,0.0005119964],"genre_scores_gemma":[0.9987121,0.0001813031,0.0001708338,0.00002392248,0.00000844112,0.00001341744,0.0001595012,0.000001572758,0.000728814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001680518,"threshold_uncertainty_score":0.00562191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571461201824542,"score_gpt":0.2436422149921917,"score_spread":0.2179276029739462,"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."}}