{"id":"W7109018836","doi":"10.5281/zenodo.17826289","title":"Adrenal Disorders and Pubertal Development in Children: Hormonal Pathways, Timing Disruptions and Clinical Outcome","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","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":[0.005187702,0.000407104,0.001665337,0.004738552,0.0002978511,0.001552795,0.000491937,0.0005384745,0.00278839],"category_scores_gemma":[0.01889206,0.000228315,0.001368459,0.007848634,0.00081367,0.001362138,0.0007415115,0.000710165,0.0001515518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130397,"about_ca_system_score_gemma":0.002962053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003344175,"about_ca_topic_score_gemma":0.005293947,"domain_scores_codex":[0.9970908,0.0009553051,0.0009933838,0.0002697974,0.0005945244,0.00009620179],"domain_scores_gemma":[0.9816207,0.01206395,0.005143699,0.000161321,0.0007956804,0.0002146327],"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":[0.001778046,0.00007327116,0.1824051,0.4612257,0.007631672,0.001833497,0.002580973,0.0005770827,0.0006698456,0.002883723,0.009058156,0.329283],"study_design_scores_gemma":[0.0004310567,0.0006723069,0.4252218,0.4320052,0.02060373,0.01508587,0.004757779,0.0002720657,0.0006009893,0.003348983,0.09683417,0.0001661021],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.007583303,0.9903528,0.0000867238,0.0004570679,0.00005987255,0.00005632461,0.0007546301,0.000002972227,0.0006462753],"genre_scores_gemma":[0.1246678,0.8727434,0.0008586171,0.0003571285,0.0001829899,0.0001690533,0.0008723126,0.00000489289,0.0001438014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005187702,"threshold_uncertainty_score":0.02743554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03336596693533314,"score_gpt":0.2947107104303389,"score_spread":0.2613447434950057,"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."}}