{"id":"W4402256887","doi":"10.1002/jcsm.13531","title":"Neuromuscular impairment at different stages of human sarcopenia","year":2024,"lang":"en","type":"article","venue":"Journal of Cachexia Sarcopenia and Muscle","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"NextGenerationEU; Donald E. and Delia B. Baxter Foundation; Li Ka Shing Foundation","keywords":"Sarcopenia; Medicine; Physical medicine and rehabilitation; Internal medicine","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":[0.0003978494,0.0004322438,0.0003505293,0.0007880071,0.0002674619,0.0002953694,0.0001544554,0.0003334002,0.001262796],"category_scores_gemma":[0.0006747102,0.0001471033,0.0001710213,0.0004292688,0.0001984739,0.0002200723,0.0004670183,0.0001796403,0.0002522865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00011384,"about_ca_system_score_gemma":0.00008800718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006753799,"about_ca_topic_score_gemma":0.001146731,"domain_scores_codex":[0.9998325,0.00003497786,0.00002740071,0.00004197071,0.00002960427,0.00003353176],"domain_scores_gemma":[0.9996222,0.0000344715,0.0001787162,0.00001695329,0.00007003928,0.00007745947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001138211,0.00008911626,0.9810844,0.00007446894,0.00006871454,0.0004710997,0.0002659952,0.00009702028,0.01040349,0.00002113024,0.00007537824,0.006210991],"study_design_scores_gemma":[0.000002879884,0.0002710765,0.9991178,0.000004669514,0.0000100289,0.0003137051,0.00003526874,0.00002845639,0.0001525034,0.000007829636,0.00005471507,0.000001112041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991224,0.0003346652,0.00009358115,0.000005182624,0.000001864146,0.00001645251,0.00009181927,0.00000341108,0.0003305656],"genre_scores_gemma":[0.9991543,0.0001620889,0.0001265219,0.000009621513,0.000004337781,0.00001973551,0.0002223998,0.000001351083,0.0002996829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001262796,"threshold_uncertainty_score":0.00422442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02995073853845959,"score_gpt":0.3349011883805144,"score_spread":0.3049504498420548,"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."}}