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Enregistrement W2153447864 · doi:10.1258/om.2011.11e004

Choosing outcomes in pregnancy research

2011· article· en· W2153447864 sur OpenAlexaff
Laura A. Magee

Notice bibliographique

RevueObstetric Medicine · 2011
Typearticle
Langueen
DomaineMedicine
ThématiquePregnancy and preeclampsia studies
Établissements canadiensUniversity of British Columbia
Organismes subventionnairesnon disponible
Mots-clésMedicinePregnancyFamily medicineObstetricsGynecology

Résumé

récupéré en direct d'OpenAlex

When asked to write an editorial on my personal experiences with pregnancy research, I accepted with enthusiasm but then found the task to be quite difficult. The topic is so broad that I struggled with the approach. Which of so many aspects should I touch on? There is the mastery of: the relevant published literature in pregnancy, the current relevant standard of care which must involve multidisciplinary collaboration, issues in internal medicine outside pregnancy as they apply to the relevant medical condition in pregnancy, choosing outcomes of relevance for both the mother and baby(ies), and then mobilization of a local team and international colleagues. Upon reflection, I decided to focus my comments on my struggles with outcomes that cover maternal, fetal and neonatal issues. Fetal and neonatal outcomes must also take into account the fact that women may deliver over a range of gestational ages. This will be true of any condition, pre-existing or gestational, that requires treatments for weeks or months before delivery. Important outcomes for the fetus before 20 weeks (e.g. miscarriage) are different from those of the very preterm baby (such as bronchopulmonary dysplasia). Chronic lung disease is not even possible for the baby born after 32 weeks’ gestation, and by definition, hypoxic–ischaemic encephalopathy and its devastating neurological implications can occur only at term. The absolute incidence of these adverse outcomes, however, is usually very low, even when the maternal condition in question (such as renal disease) is associated with substantially increased relative risks in pregnancy. As such, it is commonplace in perinatal research to study composite outcomes. This practice has been driven by the fact that outcomes of particular interest are devastating (e.g. maternal death) but not common enough to make feasible studies that examine these outcomes individually as their primary or secondary outcome. Combining these outcomes increases the anticipated incidence of the primary outcome and brings down the sample size. An example of this is the Pre-eclampsia Integrated Estimate of RiSk Score (PIERS), an outcome prediction model for adverse maternal outcomes in women admitted to hospital with preeclampsia. A Delphi consensus process was used to derive a composite outcome that covered concerns specifically related to the maternal central nervous, cardiorespiratory, haematological, hepatic and renal systems. 1 In a randomized controlled trial of treatment of gestational diabetes (versus standard care), the primary outcome was a composite of perinatal death, shoulder dystocia, bone fracture and/or nerve palsy. 2 Although combining multiple uncommon outcomes into a composite outcome is appealing from the perspective of sample size and feasibility, there are some serious concerns that arise. First, are the component outcomes of equal importance? The answer is ‘yes’ for a composite of neonatal morbidity associated with preterm birth, such a one or more of retinopathy of prematurity, necrotizing enterocolitis, bronchopulmonary dysplasia and/or severe brain injury. All of these morbidities are serious in the short-term and all have potential long-term implications. Clinicians and parents would wish to avoid each and every one of these outcomes. However, if component outcomes are not considered to be of equal importance, the results of a study may be driven by a less important but more common component. An example is the HYPITAT trial of induction of labour versus temporizing care for women who are at term and who have either gestational hypertension or non-severe preeclampsia. 3 The primary outcome was a composite of poor maternal outcome, defined as maternal mortality, maternal morbidity (eclampsia, HELLP syndrome, pulmonary oedema, thromboembolic disease and placental abruption), progression to severe hypertension or proteinuria and major postpartum haemorrhage (.1000 mL blood loss). Although induction of labour was associated with a lower incidence of the primary outcome (31% versus 44% among women allocated to expectant management), the results were driven by the between-group difference in the incidence of severe hypertension. Antihypertensives were used to treat only severe hypertension. Would induction of labour still be beneficial in settings where antihypertensives are used to treat non-severe hypertension? Second, could the study intervention cause the component outcomes within a composite to move in opposite directions? If so, the composite must be considered to be fatally flawed. This is the primary reason for not combining maternal and perinatal outcomes. For preeclampsia at ,34 weeks, delivery is always the best approach for the mother whose exposure to the preeclampsia process and its risks is therefore minimized, but delivery at early gestational ages may be associated with substantial neonatal mortality and morbidity.

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 distillée sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.

score de la tête « metaresearch » (Codex)0,001
score de la tête « metaresearch » (Gemma)0,004
Version: codex-gemma-dda1882f352aStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: Observationnel
GenreSignal candidat: Empirique · Signal consensuel: aucune
Score de désaccord entre enseignants0,789
Score d'incertitude au seuil0,680

Scores Codex et Gemma par catégorie

CatégorieCodexGemma
Métarecherche0,0010,004
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0010,000
Bibliométrie0,0010,002
Études des sciences et des technologies0,0000,000
Communication savante0,0000,000
Science ouverte0,0000,000
Intégrité de la recherche0,0000,001
Charge utile insuffisante (le modèle a refusé de juger)0,0010,000

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 Opus0,237
Tête enseignante GPT0,391
Écart entre enseignants0,153 · 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 tête enseignante, pas un consensus.

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

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

En bref

Citations0
Publié2011
Routes d'admission1
Résumé présentoui

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