Notice bibliographique
Résumé
Joanna Moncrieff, MBBS, MRCPysch, MSc, MD1 (Can J Psychiatry 2007;52:100-101) Psychiatrists have been trying to construct a biological theory of depression for decades. Numerous candidates have been proposed, from noradrenalin and serotonin abnormalities to cortisol excess, hippocampal insufficiency, and neurotrophic factor. In all cases, results are inconsistent, and where abnormalities are found, they have not been shown to be specific or causal. For example, contrary to Dr Ravindran and Dr Kennedy's suggestions, the evidence on hippocampal volume is weak. Numerous studies show no difference between subjects with depression and control subjects, and I could not find studies supporting their assertion that duration of untreated illness correlates with volume reduction. In contrast, studies show that duration of treated illness predicts volume reduction.1,2 This raises the possibility that drug treatments for depression reduce brain volume in the same fashion as antipsychotics have been shown to do in patients with psychosis.3 In addition, loss of hippocampal volume is also found in first-episode psychosis4 and posttraumatic stress disorder5 and was recently shown in women diagnosed with dissociative identity disorder.6 Metabolic abnormalities sometimes found in depression are also not specific. For example, acute psychosis is also associated with increased hypothalamopituitary-adrenal axis function.7 Even if biochemical or structural abnormalities were found to be associated with depression, this would not imply that they were causal. If I experience an adverse event, I will feel sad, and if this emotion is strong enough, there are likely to be associated biochemical changes-but it is the event that has made me sad, not the chemical fluctuations. They are best viewed as an accompaniment, or a biological correlation, of the emotional state. In my first piece, I concentrated on placebo-controlled studies because it is difficult to show any real-world benefits from the use of antidepressants. In fact, their increased use is associated with increasing prevalence and duration of depressive episodes. The naturalistic Sequenced Treatment Alternatives to Relieve Depression trial found remission rates that are unimpressive in a naturally remitting condition, although the fact that this study did not include a placebo group means this valuable opportunity to evaluate the effectiveness of antidepressants was wasted.8 The study on absence due to sickness quoted by Ravindran and Kennedy actually found that individuals treated with antidepressants were less likely to return to work than those who were not treated with them (P Findings that patients who comply with optimal or adequate dosages do better than those who do not probably reflect the fact that individuals who comply with any treatment, including placebo, have better outcomes than those who do not.10 The study of quality of life was a discontinuation study that demonstrated a deterioration in individuals who had improved on drug treatment and were then randomized to placebo. As such, it provides no information on the benefits of antidepressants when they are compared with prospectively started placebo treatment.11 We do indeed live in an age characterized by an epidemic of psychological disorders.12, p 40 However, the mass prescribing of antidepressants and the concomitant message that depression is a brain disease have helped to create this situation, not to improve it. By persuading people that their thoughts and feelings originate from a biological defect, we are preventing them from finding real solutions to the complex problems of modern living. References 1. MacQueen GM, Campbell S, McEwen BS, et al. Course of illness, hippocampal function, and hippocampal volume in major depression. Proc Natl Acad Sci U S A. 2003;100(3):1387-1392. …
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 enseignantsNi 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.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,004 | 0,025 |
| Méta-épidémiologie (sens strict) | 0,002 | 0,001 |
| Méta-épidémiologie (sens large) | 0,003 | 0,001 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,002 | 0,007 |
| Communication savante | 0,004 | 0,009 |
| Science ouverte | 0,006 | 0,003 |
| Intégrité de la recherche | 0,023 | 0,041 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,039 | 0,051 |
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.
score_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 découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».