{"id":"W2045886232","doi":"10.3389/fphys.2014.00104","title":"Structural alterations of skeletal muscle in copd","year":2014,"lang":"en","type":"review","venue":"Frontiers in Physiology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"COPD; Wasting; Skeletal muscle; Muscle atrophy; Medicine; Oxidative stress; Atrophy; Population; Internal medicine; Endocrinology; Myocyte; Sarcopenia","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":[0.0003995984,0.0004319979,0.0006590491,0.0013026,0.0001682482,0.0007726858,0.000471795,0.0009319285,0.00210062],"category_scores_gemma":[0.0006952696,0.0001314953,0.0005419997,0.0008837778,0.0004433898,0.0005408803,0.0004375469,0.0006059665,0.0005125185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003858278,"about_ca_system_score_gemma":0.0005487807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009487298,"about_ca_topic_score_gemma":0.001364185,"domain_scores_codex":[0.999728,0.00005020498,0.000045146,0.00005691173,0.00009612124,0.00002344732],"domain_scores_gemma":[0.9997091,0.0001075317,0.00008403001,0.000006085853,0.00007610935,0.00001711929],"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":[0.0002814082,0.00005503091,0.005520669,0.06645396,0.0004669486,0.001966972,0.0004462938,0.0008649584,0.01535465,0.004016027,0.02544404,0.8791291],"study_design_scores_gemma":[0.00005241191,0.001116137,0.04752025,0.0335678,0.001142022,0.03284766,0.0007344185,0.0005059498,0.007002936,0.005309263,0.8701153,0.00008594918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001538121,0.996512,0.0002326347,0.0005213062,0.0003500746,0.000006797366,0.00003914339,0.000007577436,0.0007923589],"genre_scores_gemma":[0.01648504,0.9803638,0.0004562548,0.0005594909,0.0008154903,0.00001651781,0.00009392455,0.000003627596,0.001205841],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00210062,"threshold_uncertainty_score":0.007027268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02440880140198966,"score_gpt":0.3356434456233626,"score_spread":0.311234644221373,"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."}}