Index
Bibliographic record
Abstract
Note: Page references followed by 'f ' refer to Figures; those followed by 't' refer to Tables and Boxes Aarskog syndrome, 86 ' ABC' scheme, 21 abnormal linear growth GH deficiency, 249 growth plate and long bones, direct damage, 249 sex steroid deficiency, 249 spinal irradiation, 249 abnormal pituitary function, 250 abnormal testicular development, 173 ACE.See angiotensin-converting enzyme (ACE) acetoacetate 4 achondroplasia, growth chart for boys, 298 for girls, 298 acidosis, therapy for, 24-5 acquired adrenal insufficiency, 190-1 acquired hypothyroidism aetiology of, 154 clinical features of, 155 follow-up, 156 investigations of, 156 outcome for, 156 treatment of, 156 ACR.See albumin: creatinine ratio (ACR) ACTH.See adrenocorticotrophic hormone (ACTH) ADA.See American Diabetes Association (ADA) Addison's disease, 3, 48 adenosine triphosphate (ATP), 218 adipose cells, 236 adiposity rebound, 236 adolescents, diabetes mellitus in, 31-3, 43-4 adherence in, 32 family role in, 31-2 insulin regimens, 12, 14 psychosocial aspects, 8-9 psychological and psychiatric problems, 32-3 retinopathy in, 40 transition to adult care, 32 adrenal abnormalities, 251 adrenal androgen deficiency, 197 adrenal androgen secretion, 185 adrenal disorders controversial points, 198 emergency management of, 198-9 enzyme defects, 193-7 future developments of, 198 glucocorticoid deficiency, 188-91 glucocorticoid excess, 185-8 investigations of, 183-5 medullary, 198 mineralocorticoid deficiency, 192 mineralocorticoid excess, 191-2 physiology of, 181-3 potential pitfalls, 198 sex steroid deficiency, 197 sex steroid excess, 192-3 specialist centre, 198 transition, 198 adrenal enzyme defects, 193-7 adrenal gland anatomy of, 181 physiology of, 181 adrenal insufficiency, treatment of, 64-5 adrenal medullary disorder neuroblastoma, 198 phaeochromocytoma, 198 adrenal steroid precursors, investigations of, 187t adrenal tumour, 126, 128, 186 adrenarche, 129 adrenocortical function, investigations of, 183-5 adrenocortical tumour, 193 adrenocorticotrophic hormone (ACTH), 48, 89, 162, 181, 251 deficiency, 90 alpha-fetoprotein (AFP), 90 AHO.See Albright's hereditary osteodystrophy (AHO) Albright's hereditary osteodystrophy (AHO), 220 albumin: creatinine ratio (ACR), 27 10.1002/9781119386230.index, Downloaded from https://onlinelibrary.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.915 | 0.909 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".