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Enregistrement W2036669963 · doi:10.1167/tvst.4.1.3

Extraordinary Claims Require Extraordinary Evidence: Centrally Mediated Preservation of Binocular Visual Field in Glaucoma is Unlikely

2015· article· en· W2036669963 sur OpenAlexaffabout
Jonathan Denniss, Paul H. Artes

Notice bibliographique

RevueTranslational Vision Science & Technology · 2015
Typearticle
Langueen
DomaineMedicine
ThématiqueGlaucoma and retinal disorders
Établissements canadiensDalhousie University
Organismes subventionnairesnon disponible
Mots-clésGlaucomaOptometryVisual fieldMedicineOphthalmology

Résumé

récupéré en direct d'OpenAlex

We have read with interest the recent article by Sponsel et al.1 There is much evidence that glaucomatous damage occurs at the optic nerve head,2 and therefore we were surprised by the authors' conjecture that there may be a central mechanism that preserves the binocular visual field in advanced glaucoma. If indeed there were some central mechanism responsible for “interlocking” monocular visual field defects to preserve binocular function, patients' binocular damage should, on average, be less severe than would be expected if the spatial pattern of damage in both fellow eyes were independent. We tested this simple hypothesis as follows: visual field pairs (24-2, Humphrey Field Analyzer; Carl Zeiss Meditec, Dublin, CA) from patients with glaucoma (mean deviation worse than −2.5 dB in both eyes) were taken from the datasets of previous studies. One dataset (n = 2463) was from Halifax, Canada; the second (n = 854,5), from Rotterdam, the Netherlands, is freely available from http://www.orgids.com/ (last accessed 7/31/2014). From both datasets, we selected the most recent pair of right and left visual fields from each patient. Similar to Sponsel et al.,1 we calculated the integrated visual field6 as a proxy measure of the true binocular visual field for each of these patients (total n = 331). The greater of the two monocular sensitivities was used to represent the “binocular” sensitivity at each location, and the mean sensitivity (MSTRUE, in dB) was derived as a summary index. Then, for comparison, we derived the distributions of the binocular sensitivities (MSRANDOM, dB) that would have been obtained if the right visual field had been paired with the left visual field of 20 different patients who had left MS within ± 2.0 dB of the true left MS This was possible for n = 298 patients. By comparing MSTRUE with MSRANDOM, a distribution of differences (MSTRUE − MSRANDOM) is obtained for each individual patient. Under the null hypothesis of randomness, MSTRUE will be similar to MSRANDOM (mean difference ≈ 0). If indeed there existed a central mechanism that minimizes binocular damage, the MSTRUE should be systematically better than MSRANDOM (mean difference > 0). We found no evidence for such an effect (Fig. 1). In fact, true binocular visual fields were typically slightly worse than the integrated fields derived from randomly matched pairs (median difference between MSTRUE and MSRANDOM, −0.4 dB, Wilcoxon P < 0.001). This effect appeared to increase with visual field damage, and it is probably explained by the common disease process and predisposition of anatomically similar fellow eyes. Coexisting neurological damage (e.g., from strokes) would also cause homonymous visual field damage and contribute to this effect. Figure 1.  MSTRUE versus mean difference in MS (MSTRUE – MSRANDOM) for 298 patients with glaucoma. Error bars representing ±1 SEM are shown for 50 randomly selected patients distributed across the range of MSTRUE. The data are not suggestive of binocular ... A power analysis (Fig. 2) suggests that, with our approach, samples of n = 100 would provide ample power to detect even small amounts (∼1 dB) of binocular visual field preservation if such an effect had existed. Thus, the small effect in the opposite direction suggests that centrally mediated binocular visual field preservation is unlikely in glaucoma. Figure 2.  Power to detect differences between MSTRUE and MSRANDOM of varying magnitude when n = 100 and between-patient SD of differences is as shown, corresponding approximately to MSTRUE of 15, 20, and 25 dB. A study of this size is powered to detect even a small ... Extraordinary claims require extraordinary evidence. In a paper published nearly 10 years ago, Ioannidis7 explained “why most published research findings are false”: hypotheses with a low prior probability of being true require strong evidence to generate a post-study probability of being true greater than that of being false, but many researchers are mislead by hypothesis tests (P values) into overestimating the strength of their evidence.7 While we disagree on binocular visual field preservation in glaucoma, we thank Sponsel et al.1 for a stimulating paper. The question of how, and when, visual field damage impairs real-world visual performance is one of the most important topics in glaucoma, and we hope that many other groups will contribute to this discussion.

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)0,045
score de la tête « metaresearch » (Gemma)0,243
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 enseignants0,045
Score d'incertitude au seuil0,236

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0450,243
Méta-épidémiologie (sens strict)0,0010,001
Méta-épidémiologie (sens large)0,0020,001
Bibliométrie0,0030,002
Études des sciences et des technologies0,0020,017
Communication savante0,0050,020
Science ouverte0,0070,005
Intégrité de la recherche0,0110,021
Charge utile insuffisante (le modèle a refusé de juger)0,0060,003

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 Opus0,037
Tête enseignante GPT0,366
Écart entre enseignants0,329 · 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

Citations2
Publié2015
Routes d'admission2
Résumé présentoui

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