{"id":"W4416318682","doi":"10.21608/mjcu.2025.464443","title":"The Role of Myostatin in Rheumatoid Arthritis-Associated Sarcopenia","year":2025,"lang":"en","type":"article","venue":"The Medical Journal of Cairo University/The Medical Journal of Cairo University","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Myostatin; Sarcopenia; Skeletal muscle; Disease; Diabetes mellitus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002866784,0.0001824968,0.0004898328,0.0001950871,0.0004026405,0.00001373789,0.002121852,0.0003592464,0.000119912],"category_scores_gemma":[0.001530501,0.0001137887,0.0004123598,0.0004596058,0.001519813,0.00003372574,0.0004370015,0.001267893,0.000001711499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001250392,"about_ca_system_score_gemma":0.001889638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001273058,"about_ca_topic_score_gemma":0.0007856068,"domain_scores_codex":[0.9965866,0.001219397,0.0006533889,0.0001444977,0.001050887,0.0003452854],"domain_scores_gemma":[0.9971851,0.0007781961,0.0009143995,0.0002764995,0.0005134417,0.0003324187],"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":[0.06659963,0.006434875,0.04807627,0.0002180096,0.01069854,0.01223203,0.008165983,0.001628491,0.04094372,0.04257855,0.1381203,0.6243036],"study_design_scores_gemma":[0.03059488,0.003554521,0.07137863,0.002799622,0.0006094726,0.00202547,0.05699261,0.0009764804,0.004714227,0.007308924,0.8181978,0.0008473278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805609,0.004102943,0.001237335,0.01074092,0.0004212936,0.0001188139,0.00001041109,0.000003589778,0.002803797],"genre_scores_gemma":[0.9855723,0.01345583,0.00002326658,0.0004578425,0.00009001416,3.822336e-8,0.000003086857,0.000007501811,0.0003900739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6800775,"threshold_uncertainty_score":0.5599813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002287012534577319,"score_gpt":0.1991486035085797,"score_spread":0.1968615909740024,"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."}}