{"id":"W4416722267","doi":"10.30574/gscarr.2025.25.2.0361","title":"Adrenal Disorders and Pubertal Development in Children: Hormonal Pathways, Timing Disruptions and Clinical Outcome","year":2025,"lang":"","type":"article","venue":"GSC Advanced Research and Reviews","topic":"Sexual Differentiation and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adrenal disorder; Adrenal crisis; Adrenal insufficiency; Congenital adrenal hyperplasia; Precocious puberty; Hypogonadotropic hypogonadism; Glucocorticoid","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001349191,0.0003088702,0.0005321405,0.0002288114,0.0004498682,0.0001110406,0.0001634659,0.0002641678,0.00002341377],"category_scores_gemma":[0.0007997176,0.0002579929,0.00009014254,0.0003182813,0.0006758109,0.00002302618,0.0005435924,0.0005864676,0.000005756378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002789343,"about_ca_system_score_gemma":0.0002011876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001541174,"about_ca_topic_score_gemma":0.000534328,"domain_scores_codex":[0.9968184,0.0004645673,0.0009978426,0.0008838857,0.0002180511,0.0006172291],"domain_scores_gemma":[0.999095,0.0001168411,0.0001138714,0.0002794795,0.00007979874,0.0003150009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001261126,0.0003213822,0.348889,0.0002154957,0.00007747537,9.791639e-7,0.00008645505,0.000001020802,0.0006423349,0.0003668391,0.0001729831,0.6490999],"study_design_scores_gemma":[0.00377472,0.0005672078,0.8474432,0.0004005083,0.00003983702,0.00001138584,0.0005530664,0.000127959,0.0001665778,0.0007641242,0.1456139,0.0005375113],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7975866,0.1990396,0.0007650903,0.0005474575,0.0001239405,0.001236498,0.00002162523,0.00000525855,0.0006739493],"genre_scores_gemma":[0.73123,0.2663651,0.0008828161,0.0001902778,0.0000465069,0.0001000161,0.0002351775,0.00001427893,0.0009357914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6485624,"threshold_uncertainty_score":0.9999872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09578066236987358,"score_gpt":0.4436606916146453,"score_spread":0.3478800292447717,"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."}}