{"id":"W4401359479","doi":"10.1113/ep091937","title":"Mitigating disuse‐induced skeletal muscle atrophy in ageing: Resistance exercise as a critical countermeasure","year":2024,"lang":"en","type":"review","venue":"Experimental Physiology","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institutes of Health; Canada Research Chairs; Canadian Institutes of Health Research; Ontario Centre of Innovation; Dairy Farmers of Canada","keywords":"Resistance training; Skeletal muscle; Atrophy; Muscle atrophy; Ageing; Sarcopenia; Countermeasure; Medicine; Physical medicine and rehabilitation; Internal medicine; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009456114,0.0005845716,0.0008696428,0.0006309776,0.0002462619,0.001031821,0.0007299,0.00126722,0.003207113],"category_scores_gemma":[0.001202275,0.000142124,0.0005498611,0.0003034145,0.0004712411,0.001121743,0.0008171721,0.001804442,0.001161829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002189649,"about_ca_system_score_gemma":0.0006256835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005758022,"about_ca_topic_score_gemma":0.001084944,"domain_scores_codex":[0.9996353,0.0001129501,0.000030011,0.00005888883,0.0001122006,0.00005056048],"domain_scores_gemma":[0.999516,0.0001186416,0.0001021513,0.00002653287,0.0001507253,0.00008595977],"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":[0.0010039,0.001249249,0.001992718,0.009435177,0.0003227224,0.0003096575,0.0004708902,0.000635981,0.04663431,0.004856042,0.02032769,0.9127615],"study_design_scores_gemma":[0.0005976299,0.01582943,0.04724604,0.01676472,0.001678412,0.003301008,0.001861169,0.003790167,0.03281036,0.01613392,0.8597443,0.0002428078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04094234,0.9135868,0.01452891,0.01993012,0.002641412,0.0001658797,0.0001436044,0.0002578024,0.007803087],"genre_scores_gemma":[0.206408,0.7451975,0.02367562,0.01007325,0.004245193,0.0004176538,0.0003442433,0.00009194775,0.009546675],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003207113,"threshold_uncertainty_score":0.0107289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02557146326040483,"score_gpt":0.3514550587089879,"score_spread":0.325883595448583,"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."}}