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Enregistrement W2902122976 · doi:10.1542/peds.2018-3068

Looking Behind the Iron Curtain

2018· letter· en· W2902122976 sur OpenAlexaboutno aff
Alan R. Cohen

Notice bibliographique

RevuePEDIATRICS · 2018
Typeletter
Langueen
DomaineMedicine
ThématiqueIron Metabolism and Disorders
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésMedicineAnemiaIron deficiencyPediatricsHemoglobinIron-deficiency anemiaTest (biology)FerritinScreening testIntensive care medicineInternal medicine

Résumé

récupéré en direct d'OpenAlex

One of medicine’s greatest strengths is its willingness to reexamine commonly accepted practices. This has been particularly true in the clinical application of screening tests. Frequently, the unsettling controversy that accompanies such reexamination helps shape the improvement that follows. In their article entitled “Screening for Iron Deficiency in Early Childhood by Using Serum Ferritin in the Primary Care Setting,” Oatley et al1 raise a fundamental and likely controversial question about the value of the current practice of measuring the hemoglobin level at 1 year of age. Are we screening for anemia, iron deficiency, or iron deficiency anemia? Only when that question is answered can we rationally choose the right test and the right timing.Current practice, as recommended by the American Academy of Pediatrics, is to test for anemia, either with a complete blood count test or a dedicated hemoglobin analyzer, with further testing before or after iron replacement if the hemoglobin level is <11.2 The problem, however, is that the positive predictive value for iron deficiency of a hemoglobin level <11 g/dL in toddlers is estimated to be 29%.3 Although it is true that some of these children may be incidentally discovered to have another hematologic disorder such as spherocytosis or pyruvate kinase deficiency, most do not, and routine screening for such disorders has never been endorsed. Perhaps the stronger case for testing at 1 year of age is to detect early iron deficiency rather than anemia because abnormally low iron stores may be a precursor to anemia or may be associated with neurodevelopmental impairments even before anemia develops. Pursuing this approach to screening in their study of a large cohort of young children in Canada receiving routine health care, Oatley et al1 found that the prevalence of anemia at 12 to 13 months of age was at its highest (19.2%), whereas the prevalence of low ferritin levels was at its lowest (6.4%). Over the next 12 months, the prevalence of anemia decreased while the prevalence of low ferritin levels more than doubled. A reasonable conclusion from these data and other analyses in this provocative study is that in otherwise healthy 12-month-old children, hemoglobin levels near the threshold of 11 g/dL frequently, if not usually, have little to do with iron stores but also may lead to unnecessary worry, treatment, and retesting. Moreover, if detection of iron deficiency remains the major goal of screening, we may currently be using the wrong test at the wrong time. A serum ferritin level test at 15 to 18 months may be optimally timed to identify the largest number of affected children.Are we ready to replace the hemoglobin level test with a serum ferritin level test and move the screening back a few months? Not yet. First, further studies should be done to confirm the value of the serum ferritin level as a screening test by revealing that the thresholds have statistical meaning and clinical value.4 Secondly, other key determinants of the clinical usefulness of a screening test include cost and convenience. Currently, most ferritin levels are measured in hospital-based or commercial laboratories by using blood obtained by venipuncture. (However, for a glimpse of the future, check out the ironPhone!5) At least some hemoglobin measurements are performed as office procedures by using capillary blood samples. Pricing varies widely, but typically the price of a ferritin level test is about twice the cost of a complete blood count test. Finally, as pointed out by the US Preventive Services Task Force, no study has yet revealed that detecting either iron deficiency or iron deficiency anemia at 12 months of age is associated with better growth, cognition, or neurodevelopmental outcomes.6Given the uncertainty about the current screening strategy and while waiting for the data behind new strategies to mature fully, I would suggest the following proposition for further debate. Let us take advantage of the thorough discussion of risk factors for iron deficiency in the American Academy of Pediatrics policy, particularly dietary alterations, and make sure these factors are consistently explored with families and made a part of a thoughtful decision about whom to test, or at the least, whose hemoglobin results need to be pursued. The added time required for this approach would be more than offset by reducing the time, not to mention the cost, of unnecessary screening and futile follow-up testing. And maybe before we finish the debate, we will all have ironPhones.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,011
score de la tête « metaresearch » (Gemma)0,040
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Sans objet · Signal consensuel: Sans objet
GenreSignal candidat: Commentaire · Signal consensuel: Commentaire
Score de désaccord entre enseignants0,025
Score d'incertitude au seuil0,084

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0110,040
Méta-épidémiologie (sens strict)0,0010,001
Méta-épidémiologie (sens large)0,0010,001
Bibliométrie0,0010,001
Études des sciences et des technologies0,0040,011
Communication savante0,0080,015
Science ouverte0,0030,005
Intégrité de la recherche0,0140,038
Charge utile insuffisante (le modèle a refusé de juger)0,0250,011

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,012
Tête enseignante GPT0,256
Écart entre enseignants0,244 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeSans objet
Domainenon disponible
GenreCommentaire

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations3
Publié2018
Routes d'admission1
Résumé présentoui

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