{"id":"W1938694370","doi":"10.1371/journal.pone.0135057","title":"Association between Changes in Muscle Quality with Exercise Training and Changes in Cardiorespiratory Fitness Measures in Individuals with Type 2 Diabetes Mellitus: Results from the HART-D Study","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Fredericton; University of New Brunswick","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Canadian Institutes of Health Research","keywords":"Cardiorespiratory fitness; Medicine; Aerobic exercise; Internal medicine; Type 2 diabetes; Metabolic equivalent; Exercise physiology; Diabetes mellitus; Physical therapy; Cardiology; Endocrinology; Physical activity","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":[0.003265063,0.0001813654,0.001081054,0.0001579238,0.00003282739,0.00002353318,0.00009408389,0.0001201114,0.000001918884],"category_scores_gemma":[0.0006300237,0.000122402,0.00002676051,0.0004515894,0.00005976706,0.00007637832,0.00005481686,0.00030805,0.000002073602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001452687,"about_ca_system_score_gemma":0.00009476495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001965367,"about_ca_topic_score_gemma":0.02161788,"domain_scores_codex":[0.9977131,0.000589782,0.0002731385,0.0003994085,0.0007086106,0.0003159266],"domain_scores_gemma":[0.9988485,0.0004145673,0.0001255424,0.0003666114,0.0001505902,0.00009421047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005827344,0.000584189,0.9593859,0.00004021494,0.0006478388,0.00001287545,0.03243058,0.00001755789,0.0003825918,2.479811e-7,0.00001862663,0.005896684],"study_design_scores_gemma":[0.006162607,0.000671963,0.9802408,0.0007733914,0.0006112328,1.225747e-7,0.009406563,0.000006345391,0.00189178,0.00003036234,0.00003792969,0.0001669079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950715,0.002969176,2.753818e-7,0.0007438301,0.00001804417,0.001041498,0.00007858415,0.0000262426,0.00005081168],"genre_scores_gemma":[0.999086,0.0002997633,0.00005771957,0.00009441921,0.0001810395,0.0001628143,0.00008476683,0.00002347924,0.00001001229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02302402,"threshold_uncertainty_score":0.9962351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1278390722268567,"score_gpt":0.2814066921752887,"score_spread":0.153567619948432,"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."}}