Notice bibliographique
Résumé
In their editorial, Phillips and Artino discuss a study by Yock and colleagues and highlight common flaws in the design of surveys used in medical education research (p. 677).Published as a supplement to the issue, a guest editorial by Weinstein introduces the Sponsoring Institution 2025 Task Force report and offers predictions for sponsoring institutions, including a focus on accountability for the value of graduate medical education (p. 680).Chervenak et al make a case for increasing gender diversity in specialties and programs selected predominantly by female trainees (p. 685).Humphrey-Murto and colleagues provide assessment “pearls” for competency-based education, beginning with sampling, and ending with the need to overcome the illusion of “perfect assessment” (p. 688).Nasca and members of the ACGME Duty Hours Task Force summarize components of the 2017 common work hour standards and discuss the rationale (p. 692).Dai and colleagues analyze the literature on crowdsourcing in surgical skills acquisition, finding acceptable correlations in expert and crowdsourced judgments of competence, with crowdsourced feedback more efficient and cost effective (p. 697).Martin et al find that remote access of the electronic health record offers added tools for supervision of residents (p. 706). In their commentary, Fuglestad and Schenarts point out limitations in the use of the electronic health record for the clinical oversight of learners (p. 714).Three studies and a commentary address the use of milestones in assessment. Beeson and colleagues find a concerning degree of identical scores across different subcompetencies for emergency medicine residents, particularly in the first and final years of training (p. 716). A commentary by Sherbino and Norman highlights problems with summative ratings in the assessment of dimensions of physician competence (p. 721). In the second study, shift-based assessments of emergency medicine residents show both “signal” and “noise,” with implications for educators and trainees (Chan et al, p. 724). The third study by Mainous and colleagues finds limited correlations among Family Medicine Milestone ratings that exclude medical knowledge and in-training test scores, suggesting milestones measure other dimensions of physician competence (p. 730).A study from Singapore shows that responses on the ACGME-I Resident Survey demonstrate variation in frequency judgments for vague quantifiers like “sometimes,” especially for duty hour questions (Yock et al, p. 735).Tchou and colleagues studied approaches for high-value care, finding pediatrics residents prefer a case-based teaching format, and intensive care unit and emergency department settings present valuable opportunities for informal teaching (p. 741).Kassutto and colleagues find Google Glass to be a feasible and acceptable method for capturing simulated resuscitation events, although residents voice concern about its use in actual clinical settings (p. 748).A nighthawk rotation, a must-call list, and reducing conflict in team members' roles improve satisfaction with a night medicine rotation (Sadowski et al, p. 755); evaluation of subspecialty consult services by a primary medicine team results in changes in consult service structure and curriculum (Miloslavsky and Chang, p. 759); an assessment focused on remediation adds to the resources available to Clinical Competency Committees (Warburton et al, p. 763); and a resident-designed and -implemented intervention screens and tests rates for hepatitis C (Wong et al, p. 768).Ogunyemi and Dupras offer practical advice on the feasibility and value of the objective structured clinical examination (p. 771).Doolittle discusses the addition of “joy” as an official ACGME requirement (p. 773), and Egan describes a fire and mass casualty event involving residents, and emphasizes the need to manage the stress that follows this kind of trauma (p. 775).The 3 “Top Research” papers from the Canadian ICRE recommend approaches for early detection of residents at risk of failure (Tremblay et al, p. 777); discuss consistency in programs' milestone ratings over time (Yamazaki et al, p. 777); and explore educator strategies for coping with trainee underperformance (LaDonna et al, p. 778).The 5 winning ICRE resident research papers assess a resident-led preparation program for an advanced clinical readiness examination (Bihari et al, p. 779); report on communication skills in residents' reference letters (Chopra et al, p. 779); describe a competency-based anatomy rotation for radiology residents (Darras et al, p. 780); investigate readiness for change in clinical teaching teams (Bank et al, p. 780); and address the impact of quality management on graduate medical education accreditation (Akdemir et al, p. 781).Comment letters address resident burnout (Yunyongying, p. 782); competence and entrustment (Moeller et al, p. 783); and approaches to promote mentor availability in resident-as-mentors programs (Wang and Wang, p. 784).Letters in the observations category discuss applicant misrepresentation of publications (Jayakumar, p. 785); describe the immediate application of knowledge from a journal article (Viswanath, p. 786); plead for the reduction of exemptions in the Mohs Surgery Match (Goldman, p. 787); and report that the 2003 and 2011 ACGME duty hour standards have not been associated with changes in board certification examination performance for internal medicine residents (Bennett et al, p. 789).Philibert and colleagues report on cross-specialty themes for program aims, strengths, and improvement priorities for nearly 400 accredited programs that underwent a voluntary, self-study pilot site visit (p. 791).
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 enseignantsNi 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.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,005 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,000 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,003 | 0,000 |
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.
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 tête enseignante, 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 ».