{"id":"W4387338275","doi":"10.1016/j.cjca.2023.06.391","title":"CURRENT PRACTICES IN DIAGNOSIS OF ADRENAL INSUFFICIENCY AND ACTH STIMULATION TESTS IN CHILDREN: A SURVEY AMONG NORTH AMERICAN PEDIATRIC ENDOCRINOLOGISTS","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Adrenal Hormones and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Overdiagnosis; Adrenal insufficiency; Pediatric endocrinology; Pediatrics; Population; Endocrinology; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004353349,0.0001087582,0.0005061784,0.001136313,0.00002533035,0.000006404745,0.00009371645,0.00004439768,0.000002208657],"category_scores_gemma":[0.002052299,0.00009532524,0.00006396651,0.001153081,0.0002247975,0.00009570215,0.00001743035,0.0003342874,0.000001071406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007832117,"about_ca_system_score_gemma":0.0007040137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02007002,"about_ca_topic_score_gemma":0.1153729,"domain_scores_codex":[0.9987337,0.0002182335,0.0004505108,0.0001528264,0.0001224447,0.000322275],"domain_scores_gemma":[0.998584,0.0003602607,0.000551186,0.00009690924,0.0001319933,0.0002755985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006704731,0.00001744746,0.9870703,0.00001524684,0.00002504873,0.0001480105,0.00009819369,0.004094284,6.704789e-7,0.000002629739,0.0002140698,0.008247003],"study_design_scores_gemma":[0.0008865441,0.0006711949,0.9978992,0.00001957876,0.00004843004,0.0001452991,0.00009802319,0.00008430614,9.910488e-7,0.000008502615,0.00005882114,0.00007910848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974611,0.002070054,0.00001575589,0.0001206384,0.00008977227,0.0001675572,0.00003143908,0.000003512443,0.00004018605],"genre_scores_gemma":[0.9967631,0.003027736,0.00001624903,0.00001535259,0.0001363044,0.000005216635,0.00002688905,0.000008370953,7.784398e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09530288,"threshold_uncertainty_score":0.9864554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0350295079303627,"score_gpt":0.3134738441137639,"score_spread":0.2784443361834012,"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."}}