{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002090289,0.0001883435,0.0002397749,0.0005277693,0.0001323579,0.0002867133,0.00009360227,0.000200366,0.00108037],"category_scores_gemma":[0.0003454169,0.0001220308,0.0001464405,0.000584923,0.0001202616,0.0001286866,0.0002073079,0.0002759623,0.0001752315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001457637,"about_ca_system_score_gemma":0.00006804346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008608859,"about_ca_topic_score_gemma":0.001012711,"domain_scores_codex":[0.9998717,0.000026817,0.00001240173,0.00004353455,0.00002870352,0.0000167873],"domain_scores_gemma":[0.9997837,0.00003688029,0.00009861135,0.00001015969,0.00002468022,0.00004600186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003201741,0.00012495,0.9004502,0.0001495761,0.000114674,0.0004568739,0.0002296417,0.0001380641,0.07866775,0.00003506017,0.0001855212,0.01624591],"study_design_scores_gemma":[0.000005885934,0.0002052929,0.9980581,0.000006156687,0.00002064242,0.0003506222,0.00005144451,0.0000980859,0.001036646,0.0000134373,0.0001514523,0.000002192613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979371,0.001398785,0.0001086907,0.00001414921,0.000005366578,0.000003040731,0.0001806941,0.000004762348,0.0003473391],"genre_scores_gemma":[0.9983307,0.0006041187,0.0002545145,0.00002518313,0.00001214095,0.000007678749,0.0002954017,0.000002189057,0.0004681085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00108037,"threshold_uncertainty_score":0.003614187,"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."}}