Remote Mentorship in Radiation Oncology: Lessons to Share
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Abstract
Mentorship is a key factor in promoting and maintaining fulfillment in medical practice. Invariably, physician success stories usually have a common thread: an important mentor, or mentors, whose guidance proved invaluable. Finding mentors has been noted as a challenge for women in radiation oncology given low representation in the field.1Barry PN Miller KH Ziegler C Hertz R Hanna N Dragun AE. Factors affecting gender-based experiences for residents in radiation oncology.Int J Radiat Oncol Biol Phys. 2016; 95: 1009-1016Abstract Full Text Full Text PDF PubMed Scopus (15) Google Scholar In 2019, women comprised only 17.4% of department chairs and program directors and 30.7% of faculty.2Chowdhary M Chowdhary A Royce TJ et al.Women's representation in leadership positions in academic medical oncology, radiation oncology, and surgical oncology programs.JAMA Netw Open. 2020; 3e200708Crossref PubMed Scopus (16) Google Scholar Digital, or remote, mentorship seems an ideal solution to connect women mentors and mentees, especially given findings that over a quarter of female residents train in programs with less than or equal to 2 female faculty.3Osborn VW Doke K Griffith KA et al.A survey study of female radiation oncology residents' experiences to inform change.Int J Radiat Oncol Biol Phys. 2019; 104: 999-1008Abstract Full Text Full Text PDF PubMed Scopus (15) Google Scholar In 2018, the Society for Women in Radiation Oncology founded a mentorship program to fill this unmet need, creating over 100 pairings. Participants were paired with members from the next training level up (ie, medical students with residents, etc) unless a specific request was made. Mentees were encouraged to make the initial introduction. We believe this to be the largest initiative of its sort in the field of radiation oncology to date. Given growing interest in using remote mentorship to encourage students to consider radiation oncology and to help trainees to succeed, we write to share lessons from our early experience with this program. In our program, mentees and mentors were paired based on preferred commonalities such as geographic region and disease site interest. Afterward, an institutional review board exempt, anonymous survey (Supplementary Materials) was administered to 127 eligible program participants from June to July 2020. Questions were created that related to the following domains: professional characteristics, ethnicity, communication details, pairing satisfaction, and program satisfaction. Many of the questions incorporated a 5-point Likert scale to describe the level of agreement with the provided statement (ranging from “strongly disagree” to “strongly agree”). There were also open-ended questions for which coding was developed once responses were collected. Ultimately, 27 members answered the survey (Fig 1). Fifty percent of participants were in their pairing for less than 1 year. Despite a low response rate (22%), open-ended questions garnered valuable information that may have immediate relevance as the field embraces remote mentorship in the current environment. One commonality 23% of respondents noted was a lack of compatibility with their pairing(s), which led to the dyad's demise. When asked if they would like to continue with the same mentor/mentee pairing, one respondent answered, “Did not really develop a relationship with mentee.” Another respondent wrote “Surprisingly, I felt my mentee and I were so different that we did not have much chemistry nor was it a fruitful experience… I didn't expect this, so something to consider with future pairings [is] to have a couple points of commonality.” Other responses relating to lack of compatibility in the pairing can be found on a supplemental word cloud (Fig 2). Additional information gathered from our study can be found in Table 1.Table 1Additional lessons gleaned from the SWRO mentorship program assessment surveyRace and culture are important commonality points among pairings.Location is important in sustainability of pairings.Guidance is needed from outside the pairing to keep on track.Participants should have the opportunity to change pairings if their current pairing is not fruitful.Abbreviation: SWRO = Society for Women in Radiation Oncology. Open table in a new tab Abbreviation: SWRO = Society for Women in Radiation Oncology. Other studies have shown that effective mentorship can be established by assigning pairings with mutual personal interests.4Seemann NM Webster F Holden HA et al.Women in academic surgery: Why is the playing field still not level?.Am J Surg. 2016; 211: 343-349Abstract Full Text Full Text PDF PubMed Scopus (79) Google Scholar,5Cross M Lee S Bridgman H Thapa DK Cleary M Kornhaber R. Benefits, barriers and enablers of mentoring female health academics: An integrative review.PLoS One. 2019; 14: 1-21Crossref Scopus (17) Google Scholar Pairings based only on similar clinical interests between individuals without compatible personalities can cause the pairing to be unsuccessful owing to the lack of interpersonal reward.6Owens BH Herrick CA Kelley JA. A prearranged mentorship program: Can it work long distance?.J Prof Nurs. 1998; 14: 78-84Crossref PubMed Scopus (29) Google Scholar,7Jackson VA Palepu A Szalacha L Caswell C Carr PL Inui T. Having the right chemistry”: A qualitative study of mentoring in academic medicine.Acad Med. 2003; 78: 328-334Crossref PubMed Scopus (293) Google Scholar In our program, 42.9% reported that they were happy and wanted to continue with their pairing, presumably from commonalities that extend beyond their backgrounds or geographic location. Most of our survey respondents suggested race (17.9%) and geographic location (28.6%) did not affect their pairing success. Personality is difficult to perfectly capture on paper; however, there are opportunities to establish better matching by asking questions in this vein. One way that has proved fruitful is personality testing, such as by utilization of the Myers-Briggs Type Indicator, to help base pairings on compatible personality types.8Tripp LO Ed D Match-making to enhance the mentoring relationship in student teaching: Learning from a simple personality instrument.Elec J Sci Edu. 2008; 12: 1-26Google Scholar,9LcRL Crew Personality and mentoring: Stepping off on the right foot.J Contin Educ Nurs. 2016; 47: 201-203Crossref PubMed Scopus (2) Google Scholar These results might help evaluate which individuals are likely to have the most cohesive pairings. Ideally, individuals might also be permitted to change their pairings either annually or earlier if compatibility is not found. Digital mentorship offers a way to connect individuals across our field and provide the unique specificity needed for enduring effect. Given the increased quality and availability of telecommunication due to increased globalization10Gottlieb M Fant A King A et al.One click away: Digital mentorship in the modern era.Cureus. 2017; 9: e1838PubMed Google Scholar and the events of 2020, remote communication is better now than ever before. The lessons from our experience with encouraging digital mentorship through Society for Women in Radiation Oncology may have immediate implications for others considering similar efforts. We hope that sharing our observations will help others as we continue to seek to identify ways to foster the future leaders of our field. Download .docx (.02 MB) Help with docx files
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it