{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005258674,0.0003930954,0.001582069,0.004667375,0.0002948568,0.001542964,0.0004707008,0.0005063945,0.002983267],"category_scores_gemma":[0.01853653,0.000227002,0.001362017,0.007700208,0.0008170416,0.001352301,0.0007320574,0.0006988725,0.0001552248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245786,"about_ca_system_score_gemma":0.002755733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003181379,"about_ca_topic_score_gemma":0.005101565,"domain_scores_codex":[0.9970527,0.0009560423,0.001013264,0.0002728053,0.0006072815,0.00009791179],"domain_scores_gemma":[0.9813328,0.0121589,0.005341385,0.0001683937,0.0007845201,0.0002139359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001833091,0.00007189728,0.1926918,0.4536054,0.007948753,0.001837767,0.002498154,0.0005688565,0.0007216842,0.002897929,0.008906906,0.3264177],"study_design_scores_gemma":[0.0004370571,0.0006730692,0.4461888,0.4107598,0.02131611,0.01538834,0.004642486,0.0002751001,0.0006479374,0.003425396,0.09608305,0.000162907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.008440954,0.9893515,0.00009312034,0.0004699602,0.00005882847,0.0000582149,0.0008110026,0.000003127202,0.0007132982],"genre_scores_gemma":[0.1423724,0.8548511,0.0009012753,0.0003870242,0.0001978959,0.0001738797,0.0009480461,0.00000531209,0.0001630797],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005258674,"threshold_uncertainty_score":0.02781087,"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."}}