Notice bibliographique
Résumé
A review of: Patel, Manesh R., Connie M. Schardt, Linda L. Sanders, and Sheri A. Keitz. “Randomized Trial for Answers to Clinical Questions: Evaluating a Pre-Appraised Versus a MEDLINE Search Protocol.” Journal of the Medical Library Association 94.4 (2006): 382-6. Objective – To determine the success rate of electronic resources for answering clinical questions by comparing speed, validity, and applicability of two different protocols for searching the medical literature. Design – Randomized trial with results judged by blinded panel. Setting – Duke University Medical Center in Durham, North Carolina, United States of America. Subjects – Thirty-two 2nd and 3rd year internal medicine residents on an eight-week general medicine rotation at the Duke University Medical Center. Methods – Two search protocols were developed: Protocol A: Participants searched MEDLINE first, and then searched pre-appraised resources if needed. Protocol B: Participants searched pre-appraised resources first, which included UpToDate, ACP Journal Club, Cochrane Database of Systematic Reviews, and DARE. The residents then searched MEDLINE if an answer could not be found in the initial group of pre-appraised resources. Residents were randomised by computer-assisted block order into four blocks of eight residents each. Two blocks were assigned to Protocol A, and two to Protocol B. Each day, residents developed at least one clinical question related to caring for patients. The questions were transcribed onto pocket-sized cards, with the answer sought later using the assigned protocol. If answers weren’t found using either protocol, searches were permitted in other available resources. When an article that answered a question was found, the resident recorded basic information about the question and the answer as well as the time required to find the answer (less than five minutes; between five and ten minutes; or more than ten minutes). Residents were to select answers that were “methodologically sound and clinically important” (384). Ten faculty members formally trained in evidence-based medicine (EBM) reviewed a subset of therapy-related questions and answers. The reviewers, who were blinded to the search protocols, judged the applicability and internal validity of the answers. Results – In total, 120 questions were searched using protocol A and 133 using protocol B; 104 answers were found by the protocol A group and 117 by the protocol B group. In protocol A, 97 answers were found in MEDLINE (80.8%) and six answers were found in pre-appraised resources (5.0%). In protocol B, 85 answers were found in pre-appraised resources (64.6%) and 31 were found in MEDLINE (23.3%). UpToDate was the major resource for answers in protocol B. A statistically greater number of answers were found in less than five minutes in protocol B (p
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 | 0,310 | 0,709 |
| Méta-épidémiologie (sens strict) | 0,008 | 0,007 |
| Méta-épidémiologie (sens large) | 0,022 | 0,014 |
| Bibliométrie | 0,064 | 0,041 |
| Études des sciences et des technologies | 0,005 | 0,007 |
| Communication savante | 0,015 | 0,019 |
| Science ouverte | 0,008 | 0,016 |
| Intégrité de la recherche | 0,013 | 0,006 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,082 | 0,022 |
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; l’étiquette directe de Gemma et le classifieur distillé Codex s’accordent sur ce qui est montré ici.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».