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Enregistrement W1928756681 · doi:10.1093/pch/12.10.837

Medicine encompasses both art and science: Evidence-based guidelines are no exception

2007· article· en· W1928756681 sur OpenAlexaffabout
Khalid Aziz

Notice bibliographique

RevuePaediatrics & Child Health · 2007
Typearticle
Langueen
DomaineMedicine
ThématiqueNeonatal and Maternal Infections
Établissements canadiensUniversity of Alberta
Organismes subventionnairesnon disponible
Mots-clésEvidence-based medicineHealth careScientific evidenceMedicineAnecdoteEvidence-based practiceAlternative medicinePsychologyMedical educationEpistemologyLawPolitical sciencePathology

Résumé

récupéré en direct d'OpenAlex

In this issue of Paediatrics & Child Health, the Fetus and Newborn Committee (FNC) of the Canadian Paediatric Society presents ‘evidence-based’ guidelines for the management of babies at risk for newborn infection (1). How should these guidelines affect our practices? How much, if at all, should we modify them for our patients and institutions? How absolute are the recommendations? All worthy endeavours have searched for perfection and truth – why should health care be the exception? Historically, this quest was completed through experience, anecdote and tradition – this type of ‘evidence’ served us, our professions and our patients for centuries. We are now, however, in a new age in which the truth is fluid and what we believe to be ‘written in stone’ can quickly transform to fading sketches from a previous era. The new language to help us understand how we know what we know is that of ‘evidence-based health care’. Now we can categorize evidence as ‘internal’, consisting of personal experiences and the art of medicine, and as ‘external’, the science of our profession. Sackett et al (2) recognized the dualism of evidence in their definition of evidence-based medicine: Good doctors use both individual clinical expertise and the best available external evidence, and neither alone is enough. Without clinical expertise, practice risks becoming tyrannised by evidence, for even excellent external evidence may be inapplicable to or inappropriate for an individual patient. Without current best evidence, practice risks becoming rapidly out of date, to the detriment of patients. On this occasion, the FNC adapted the Centre for Evidence-Based Medicine’s framework for its evaluation of evidence (3). To appreciate this tool, one requires knowledge of the language of evidence-based health care. Of particular importance are the terms ‘level of evidence’ and ‘class’ or ‘grade’ of recommendation. One could argue that all experiences, whether personal history, expert opinion or scientific documentation, constitute ‘evidence’ – in reality, all these sources are important to evidence-based health care. The initial task, however, is to rank these sources of evidence according to the process by which they are derived – these are our ‘levels’ of evidence. Evidence from clinical trials, particularly those in which two similar but randomly selected samples are compared using a single intervention versus placebo, is assigned a relatively high ranking. At the other end of the spectrum, particularly when no studies exist that answer a specific question, consensus by a group of experts is acceptable as ‘evidence’. The latter, however, ranks lower than the clinical trial. Thus, we have different ‘levels’ of evidence ranging from randomized controlled trials that concur (level 1a) to expert opinion (level 5) (Table 1). All varieties of evidence are subject to potential bias – the ranking of levels of evidence is an attempt to explicitly recognize how likely it is that a particular type of evidence is free from bias. TABLE 1 Levels of evidence One must also appreciate that the ‘level’ of evidence does not necessarily represent ‘quality’ of evidence. Randomized, controlled trials may be poorly designed or may be too small, and, therefore, give misleading results. Similarly, experts may have biases or conflicts of interest that weaken the value of their opinions. Another dimension is the direction that evidence points (whether supporting, refuting or indeterminate with respect to the question). In this respect, it is not uncommon for two similar studies, or two expert committees, to point in opposing directions. Sometimes complex statistical analyses, including meta-analyses, are required to combine similar studies to determine the direction of evidence – experts may still disagree on the direction of evidence. Many readers are aware of the controversy regarding resuscitation of newly born babies with air or 100% oxygen, despite numerous studies on the subject (4). Conflicting interpretations are in the nature of evidence-based appraisal and should not necessarily be considered a failing of the process. Once evidence is interpreted, levels determined, quality appraised and direction charted, one can move on to the next stage: How should I change my practice? At this stage, one should look at the ‘class of recommendation’. When level quality and direction of evidence are unequivocal, for example, when a number of convincing, well-designed randomized controlled trials concur (ie, consistent level 1 studies), the class of recommendation is A. Grade B recommendations reflect studies with largely level 2 or 3 evidence (mostly observations of populations [or ‘cohorts’] or multiple cases, sometimes using historical comparisons or comparisons with other cohorts). With level 4 or 5 evidence, the class of recommendation would be C or D, respectively (Table 2). TABLE 2 Grades of recommendations It should be recognized that level 1 evidence may not always be available (or even possible to obtain) – for example, we will never test antibiotics against placebo in neonatal meningitis. On the other hand, although a grade D recommendation has potential for bias (level 4 or 5), it can be a very important and very strong recommendation. For example, a recommendation that an individual trained and experienced in neonatal intubation should always perform or supervise the procedure is not based on randomized, controlled trials, but is a common sense recommendation designed to promote patient safety. If one returns to the FNC statement, one can now see that most of the recommendations are grade B. We clearly do not have the best evidence, and consequently, clinical acumen – the art of medicine – should play an increased part in decision making. The FNC reinforces this concept by encouraging education of parents, as well as clinical observation. It is, therefore, vitally important to accept that such recommendations are not an exclusive course of action, but guidelines that will be refined as more evidence becomes available. At the least, we know what we do not know and how unsure we are. The Centre for Evidence-Based Medicine process is not unique. A similar methodology was used to develop the 2006 international neonatal resuscitation guidelines (5), and is being introduced into the Canadian neonatal practice with the Evidence-Based Practice for Improving Quality Initiative (6). As we become increasingly aware of these tools, we should also recognize the importance of experience and judgment when we cannot answer clinical questions with evidence. The evidence-based health care language brings clarity and honesty to practice, and in its own way, respects the art of medicine while refining the processes of science.

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)0,003
score de la tête « metaresearch » (Gemma)0,001
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: Empirique
Score de désaccord entre enseignants0,306
Score d'incertitude au seuil0,518

Scores Codex et Gemma par catégorie

CatégorieCodexGemma
Métarecherche0,0030,001
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0010,001
Études des sciences et des technologies0,0000,000
Communication savante0,0000,000
Science ouverte0,0000,000
Intégrité de la recherche0,0000,000
Charge utile insuffisante (le modèle a refusé de juger)0,0000,000

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 Opus0,062
Tête enseignante GPT0,378
Écart entre enseignants0,316 · 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

Citations2
Publié2007
Routes d'admission2
Résumé présentoui

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