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Record W3184104988 · doi:10.1016/j.xjon.2021.02.013

Commentary: Inside out

2021· editorial· en· W3184104988 on OpenAlexaboutno aff
Thomas A. D’Amico

Bibliographic record

VenueJTCVS Open · 2021
Typeeditorial
Languageen
FieldMedicine
TopicCardiac, Anesthesia and Surgical Outcomes
Canadian institutionsnot available
Fundersnot available
KeywordsAccreditationCertificationGraduation (instrument)Graduate medical educationMedical educationCardiothoracic surgeryMedicineMedical schoolProcess (computing)LicensurePsychologyComputer scienceSurgeryManagement

Abstract

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Central MessageThe ACGME Self-Study is an excellent process for programs considering the transition to an I-6 pathway. This decision is complex, and the most relevant factors already lie within the program.See Article page 297. The ACGME Self-Study is an excellent process for programs considering the transition to an I-6 pathway. This decision is complex, and the most relevant factors already lie within the program. See Article page 297. Indeed, as Dr Baker asks: what is the optimal cardiothoracic surgery residency model?1Baker C.J. What is the optimal cardiothoracic surgery residency model?.J Thorac Cardiovasc Surg Open. 2021; 7: 297-301Google Scholar The issue is critical to the training and practice of cardiothoracic surgery and ultimately to the goal of optimizing patient care, safety, and outcomes.2Common program requirements.https://www.acgme.org/What-We-Do/Accreditation/Common-Program-RequirementsDate accessed: February 1, 2021Google Scholar I believe that the question, however, should be modified to address the fact that programs are diverse (to which Dr Baker alludes), and that training program paradigms should not be thought of as static. To summarize the training paradigms, there are 3 possible pathways for American Board of Thoracic Surgery certification:1.Independent (often referred to as traditional) Program: 2 or 3 years of fellowship after an approved introductory training program (usually 5 years of general surgery in the United States or Canada).2.Integrated Program (I-6): 6 years of clinical training after graduation from medical school.3.Joint Training Program (JTP; also referred to as “fast track”): 7 years of clinical training at the same institution, consisting of 3 years of general surgery, followed by 2 years that include both general and cardiothoracic, followed by 2 years of cardiothoracic surgery. Dr Baker identifies numerous important issues that a program and program director should consider in selecting and designing a program, including the fact that his program includes both independent and I-6 pathways. There are other issues that may be considered as well. For context, our training program added the JTP to our independent program in 2007, and we added the I-6 program in 2013; I was a training program director for 18 years; and I served on the Accreditation Council for Graduate Medical Education Thoracic Surgery Review Committee for 6 years. First, the I-6 pathway is still considered experimental. Most I-6 programs have not yet graduated a resident, and the efficacy of the strategy is not yet established. While I have no doubts about the I-6 strategy, it may not be the best pathway for all programs, evidenced by the observations that not all I-6 programs (all of which were developed in programs with existing independent training programs) have been successful and that some programs that transitioned completely to I-6 have re-established the independent pathway as well. As program directors consider adding an I-6 program, looking outward to assess the success of those who have already graduated other programs is of little importance. Second, the cost difference is not trivial. In a 2-year independent program that graduates 2 residents each year, there are 4 residents; in an I-6 program that graduates 2 residents each year, there are 12 residents. While some institutions may easily finance the difference, it is an important internal consideration in a decision regarding training strategy. Third, I do not believe that the I-6 strategy will be as successful for residents interested in a career in general thoracic surgery. While paradigms and block diagrams can certainly be developed, many agree that there is substantial benefit in the general surgery rotations, the chief resident year in general surgery, and ultimately American Board of Surgery certification. The JTP may be the optimal pathway for residents with established interest in general thoracic surgery by the first 3 years of general surgery residency. Fourth, the development of a successful I-6 training program is largely dependent on a strong relationship between the training programs and departments in general surgery and cardiothoracic surgery. In institutions in which the relationship is not strong, I-6 residents in the first 2 years of training may be relegated to rotations with inferior operative experience or may receive suboptimal experience in other aspects of training. Program directors in thoracic surgery have little influence on this internal issue. Finally, I hope that all program directors agree that the 3 current paradigms should at best be considered “adequate” training programs, and that the development of “optimal” training programs awaits successful innovation. Programs that are in compliance, as assessed by the Thoracic Surgery Review Committee, have the ability to suggest and develop modifications or advances in training paradigms. Several changes are likely to develop in the future. Currently, there are 2 possible case log pathways: cardiac and cardiothoracic. It is predicted that this distinction will continue grow, which may eventually change training paradigms for those focused on adult cardiac versus general thoracic versus congenital heart surgery. While this change may improve training overall, I hope that there will remain enough flexibility to accommodate residents who are not yet committed to a specific discipline at the time of application for training. As well, it is likely that time-based training will eventually be replaced by competency-based training. Another probable change is that the education of faculty as educators will continue to develop, which will certainly improve training. In summary, program directors should deeply consider all aspects of their training program on a regular basis. The Accreditation Council for Graduate Medical Education Self-Study is an excellent process, and a program does not need to wait until it comes up in their own cycle for it to be used.3Self-study.https://www.acgme.org/what-we-do/accreditation/self-studyDate accessed: February 1, 2021Google Scholar More relevantly, the Self-Study is also an excellent process for programs considering the transition to or addition of an I-6 pathway. As I hope it is clear, this decision is complex and the most relevant factors already lie within the program. What is the optimal cardiothoracic surgery residency model?JTCVS OpenVol. 7PreviewFeature Editor's Introduction—In the 21st century, we have witnessed great advancements in a wide range of fields, such as big data, computer sciences, and pharma. While these other fields have evolved and transformed, why do we insist on training future cardiothoracic surgeons using 100-year-old methods? The field of cardiothoracic surgery has experienced a great deal of change since its inception, yet it is only in the last 15 years that the training and educational paradigm in this field has begun to shift. Full-Text PDF Open Access

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: Editorial
Teacher disagreement score0.093
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.025
GPT teacher head0.347
Teacher spread0.322 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEditorial

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2021
Admission routes1
Has abstractyes

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