{"id":"W3041493832","doi":"10.14814/phy2.14500","title":"Muscle and serum myostatin expression in type 1 diabetes","year":2020,"lang":"en","type":"article","venue":"Physiological Reports","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; York University; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; James H. Cummings Foundation","keywords":"Myostatin; Diabetes mellitus; Type 2 diabetes; Internal medicine; Medicine; Endocrinology; Bioinformatics; Biology; Skeletal muscle","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":[0.00006457286,0.000106733,0.0001456986,0.00000932725,0.00003628477,0.000005648405,0.0000521736,0.0001141287,0.00005504026],"category_scores_gemma":[0.0003503475,0.00008310883,0.00003267408,0.00006840013,0.00007738463,0.000003612108,0.0001421363,0.0000892126,0.000004280797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000184073,"about_ca_system_score_gemma":0.0000157818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002241014,"about_ca_topic_score_gemma":0.000001423598,"domain_scores_codex":[0.9991471,0.00005974121,0.0001677848,0.0003908677,0.0000489718,0.0001855489],"domain_scores_gemma":[0.9996696,0.00001421301,0.00006355475,0.0001416984,0.00002013442,0.0000908142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005534052,0.00003742183,0.01476802,0.00001318115,0.000004087397,0.00001423272,0.00003093647,0.00006397149,0.9821231,0.000008006129,0.001286859,0.001594791],"study_design_scores_gemma":[0.0002912552,0.0007749211,0.8690622,0.0000140697,0.000004324984,0.000002345907,0.00007956214,0.0001183879,0.1218493,0.002296643,0.00526276,0.0002442946],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985535,0.0006506232,0.00001240713,0.0002762212,0.00005025673,0.00009499025,0.000002078186,0.00001503017,0.0003449151],"genre_scores_gemma":[0.9979651,0.0001712885,0.0001501673,0.001551746,0.00007511267,0.00001181044,0.00005485475,0.00000722356,0.00001268264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8602739,"threshold_uncertainty_score":0.338908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01836226689214633,"score_gpt":0.2505106690250039,"score_spread":0.2321484021328576,"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."}}