{"id":"W4311666656","doi":"10.1515/jpem-2022-0444","title":"Diagnosis of adrenal insufficiency in children: a survey among pediatric endocrinologists in North America","year":2022,"lang":"en","type":"article","venue":"Journal of Pediatric Endocrinology and Metabolism","topic":"Adrenal Hormones and Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; BC Children's Hospital; University of Toronto","funders":"","keywords":"Medicine; Adrenal insufficiency; Pediatrics; Pediatric endocrinology; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004007397,0.0002344437,0.0009496741,0.001781364,0.0000803818,0.000005309021,0.000267143,0.00006865362,0.00009896379],"category_scores_gemma":[0.0005760919,0.0002045371,0.0001782685,0.00183156,0.0001774415,0.0001359752,0.0002346458,0.001077541,0.000001280554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004814383,"about_ca_system_score_gemma":0.0002879961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008649529,"about_ca_topic_score_gemma":0.0002403329,"domain_scores_codex":[0.9971801,0.0004109218,0.001135519,0.0002920922,0.0004169734,0.0005643635],"domain_scores_gemma":[0.9983825,0.0003330676,0.0008045356,0.0001867023,0.0001311828,0.0001619997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003947407,0.001364703,0.9926262,0.00002864289,0.00004810178,0.0004247723,0.0002872372,0.0004221548,0.000002493563,0.00004381039,0.0002705492,0.004086594],"study_design_scores_gemma":[0.004347445,0.0007918394,0.9931808,0.000002582113,0.000286969,0.0006311812,0.0002825714,0.00001234974,0.000008632212,0.00004048062,0.0002506509,0.0001645003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954857,0.04434022,0.00001495473,0.0001409008,0.0002613527,0.0002675041,0.00005332758,0.000008590549,0.00005617732],"genre_scores_gemma":[0.9586583,0.0406686,0.000171161,0.0001145424,0.000307533,0.00003289295,0.00001697959,0.00001648838,0.00001347614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003952704,"threshold_uncertainty_score":0.8340781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01289568369457124,"score_gpt":0.2521268634305276,"score_spread":0.2392311797359564,"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."}}