Index
Bibliographic record
Abstract
Abbott TestPack for respiratory syncytial virus 323, 327 abdomen, rebound tenderness 396-7, 403 abnormal populations, distribution 37 ABO incompatibility 491, 494 absolute risk reduction/increase 55 academic achievement/underachievement ADHD 455, 456, 463-4 neonatal encephalopathy 505 very preterm infants 539, 540, 541 acanthosis nigricans 439 acetaminophen 513, 515, 518, 519 ACP Journal Club 17 Online 15, 18 searching 48 ACTeRS-Parent Version Hyperactivity Subscale 459 action threshold 32, 36 diagnosis 37-8 activity behavior, family 231 acupressure 124 acupuncture 120-1 adverse effects 124-5 pain control 123-5, 126 rheumatoid arthritis 124 tolerance 124 Adams forward-bend test 175-7, 178 adhesive strips 407-8 adiposity rebound, period of 226-7 adolescents gastroesophageal reflux 349-60 health care 156 obesity 225 risky behavior reduction 216 Agency for Health Care Research and Screening (US) 77, 181 systematic review on hearing loss 183, 184-5, 186 aggression scales 462 agreement measures 104 air, humidified 313, 316 alarms, enuresis 423, 424, 426, 427 drug combination 426 albumin, intravenous 325 alcohol consumption adolescents binge drinking 216 gastroesophageal reflux 349, 350-4 pregnancy 523 abuse in 524-5, 526 alginates 357 allergens, avoidance in asthma prevention 300 allocation concealment 49, 144 injury prevention study design 212 alternative medicine see complementary and alternative medicine aluminium complex 357 aluminium hydroxide 355 Alvarado score 401 American Academy of Pediatrics body mass index percentile for age 449 guideline on gastroenteritis 388 on management of infants/children with fever 258 on meningitis 287 practice parameter for ADHD 457, 459, 462 for gastroenteritis 379, 433, 434 for urinary tract infection 431 Task Force on Infant Positioning and SIDS 345 American Academy of Pediatrics SIDS statement 249, 250 American Society for Pediatric Gastroenterology and Nutrition 355 amethocaine gel 516 heel lancing 513, 518 γ-aminobutyric acid (GABA) 473, 475 amniocentesis, Down's syndrome 38 amoxicillin, single-dose 433 amphetamine 462 analgesia oral 514, 518 wound repair 405 anal sphincter disruption 369 anemia see iron deficiency anemia anesthesia, local 511-12, 513, 518, 519 circumcision 516, 519 antacids 354 gastroesophageal reflux in adolescents 357, 360 antibiotics bacterial meningitis 287, 290 bronchiolitis 323, 327 costs 337-8 dexamethasone with 288-9, 290 fever without focus in older infant 269-70, 273, 274 in young infants 262, 264 meningitis 287 otitis media 331, 336-8 parenteral 257 serious bacterial illness 269-70 side effects 336, 338 Streptococcus pneumoniae 270 urinary tract infection 429, 432-3, 435 anticholinergics 365 Note: page numbers in italics refer to tables and boxes, those in bold refer to figures Evidence-based Pediatrics and Child Health, Second Edition Virginia A Moyer, Stuart Logan
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 | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.005 | 0.005 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.760 | 0.676 |
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".