{"id":"W2061924523","doi":"10.1371/journal.pone.0000465","title":"Resistance Exercise Reverses Aging in Human Skeletal Muscle","year":2007,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mitochondrial Function and Pathology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":341,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; National Institute on Aging; National Institutes of Health; Buck Institute for Research on Aging; Ellison Medical Foundation","keywords":"Sarcopenia; Transcriptome; Skeletal muscle; Muscle atrophy; Atrophy; Young adult; Weakness; Ageing; Medicine; Internal medicine; Muscle weakness; Exercise physiology; Resistance training; Strength training; Biology; Gene expression; Endocrinology; Physiology; Gene; Genetics; Anatomy","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":[],"consensus_categories":[],"category_scores_codex":[0.0001878658,0.00007674945,0.0001112823,0.00005079189,0.00004893234,0.000006569078,0.00008091434,0.0000987498,0.00008986977],"category_scores_gemma":[0.00005888286,0.00008459675,0.0000333102,0.00007759761,0.0000366454,0.00000237136,0.00003662926,0.00008336707,0.00002312497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001010498,"about_ca_system_score_gemma":0.00001158667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001302267,"about_ca_topic_score_gemma":0.0005018728,"domain_scores_codex":[0.9993171,0.00002498103,0.000153136,0.0002254521,0.00008858329,0.0001907181],"domain_scores_gemma":[0.9996598,0.000007401981,0.00003792322,0.0002140447,0.000033456,0.00004740848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000370763,0.0002019489,0.001898028,0.00002600593,0.000009617444,0.00001568089,0.00004581154,7.330967e-7,0.9966829,0.00009174159,0.0006856726,0.0003048294],"study_design_scores_gemma":[0.000793107,0.0001102255,0.01268061,0.0001349576,0.00002687532,0.000001652844,0.0001064705,0.000001640513,0.9615991,0.000129426,0.02418846,0.0002274946],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904114,0.0005129374,0.000296799,0.00007094767,0.00008273021,0.000126357,0.000003594423,0.00001433189,0.008480902],"genre_scores_gemma":[0.9863424,0.0001205832,0.002541558,0.00021933,0.0002991341,0.000009867446,0.00005154563,0.00001437316,0.01040121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03508378,"threshold_uncertainty_score":0.3449755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.024621066867391,"score_gpt":0.2484160883904147,"score_spread":0.2237950215230237,"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."}}