Association of reviewer experience with discriminating human-written versus ChatGPT-written abstracts.

OBJECTIVE: To determine if reviewer experience impacts the ability to discriminate between human-written and ChatGPT-written abstracts. METHODS: Thirty reviewers (10 seniors, 10 juniors, and 10 residents) were asked to differentiate between 10 ChatGPT-written and 10 human-written (fabricated) abstracts. For the study, 10 gynecologic oncology abstracts were fabricated by the authors. For each human-written abstract we generated a ChatGPT matching abstract by using the same title and the fabricated results of each of the human generated abstracts. A web-based questionnaire was used to gather demographic data and to record the reviewers' evaluation of the 20 abstracts. Comparative statistics and multivariable regression were used to identify factors associated with a higher correct identification rate. RESULTS: The 30 reviewers discriminated 20 abstracts, giving a total of 600 abstract evaluations. The reviewers were able to correctly identify 300/600 (50%) of the abstracts: 139/300 (46.3%) of the ChatGPT-generated abstracts and 161/300 (53.7%) of the human-written abstracts (p=0.07). Human-written abstracts had a higher rate of correct identification (median (IQR) 56.7% (49.2-64.1%) vs 45.0% (43.2-48.3%), p=0.023). Senior reviewers had a higher correct identification rate (60%) than junior reviewers and residents (45% each; p=0.043 and p=0.002, respectively). In a linear regression model including the experience level of the reviewers, familiarity with artificial intelligence (AI) and the country in which the majority of medical training was achieved (English speaking vs non-English speaking), the experience of the reviewer (ß=10.2 (95% CI 1.8 to 18.7)) and familiarity with AI (ß=7.78 (95% CI 0.6 to 15.0)) were independently associated with the correct identification rate (p=0.019 and p=0.035, respectively). In a correlation analysis the number of publications by the reviewer was positively correlated with the correct identification rate (r28)=0.61, p<0.001. CONCLUSION: A total of 46.3% of abstracts written by ChatGPT were detected by reviewers. The correct identification rate increased with reviewer and publication experience.

Medicolegal, infrastructural, and financial aspects in gynecologic cancer surgery and their implications in decision making processes: Quo Vadis?

Surgical decision making is complex and involves a combination of analytic, intuitive, and cognitive processes. Medicolegal, infrastructural, and financial factors may influence these processes depending on the context and setting, but to what extent can they influence surgical decision making in gynecologic oncology? This scoping review evaluates existing literature related to medicolegal, infrastructural, and financial aspects of gynecologic cancer surgery and their implications in surgical decision making. Our objective was to summarize the findings and limitations of published research, identify gaps in the literature, and make recommendations for future research to inform policy.

Training the gynecologic oncologists of the future - challenges and opportunities.

Several recent advances in gynecologic cancer care have improved patient outcomes. These include national screening and vaccination programs for cervical cancer as well as neoadjuvant chemotherapy for ovarian cancer. Conversely, these advances have cumulatively reduced surgical opportunities for training creating a need to supplement existing training strategies with evidence-based adjuncts. Technologies such as virtual reality and augmented reality, if properly evaluated and validated, have transformative potential to support training. Given the changing landscape of surgical training in gynecologic oncology, we were keen to summarize the evidence underpinning current training in gynecologic oncology.In this review, we undertook a literature search of Medline, Google, Google Scholar, Embase and Scopus to gather evidence on the current state of training in gynecologic oncology and to highlight existing evidence on the best methods to teach surgical skills. Drawing from the experiences of other surgical specialties we examined the use of training adjuncts such as cadaveric dissection, animation and 3D models as well as simulation training in surgical skills acquisition. Specifically, we looked at the use of training adjuncts in gynecologic oncology training as well as the evidence behind simulation training modalities such as low fidelity box trainers, virtual and augmented reality simulation in laparoscopic training. Finally, we provided context by looking at how training curriculums varied internationally.Whereas some evidence to the reliability and validity of simulation training exists in other surgical specialties, our literature review did not find such evidence in gynecologic oncology. It is important that well conducted trials are used to ascertain the utility of simulation training modalities before integrating them into training curricula.

Procedural interventions for oligoprogression during treatment with immune checkpoint blockade in gynecologic malignancies: a case series.

OBJECTIVE: To evaluate the feasibility and outcomes of performing procedural interventions, defined as surgical resection, tumor ablation, or targeted radiation therapy, for oligoprogressive disease among patients with gynecologic malignancies who are treated with immune checkpoint blockade. METHODS: Patients with gynecologic cancers treated with immune checkpoint blockade between January 2013 and October 2021 who underwent procedural interventions including surgical resection, interventional radiology ablation, or radiation therapy for oligoprogressive disease were identified. Procedures performed before immune checkpoint therapy initiation or ≥6 months after therapy completion were excluded. Long immunotherapy duration prior to intervention was defined as ≥6 months. Progression-free survival and overall survival were calculated from procedure date until disease progression or death, respectively. RESULTS: During the study period, 886 patients met inclusion criteria and received immune checkpoint blockade therapy. Of these, 34 patients underwent procedural interventions for oligoprogressive disease; 7 underwent surgical resection, 3 underwent interventional radiology ablation, and 24 underwent radiation therapy interventions. Primary disease sites included uterus (71%), ovary (24%), and cervix (6%). Sites of oligoprogression included abdomen/pelvis (26%), bone (21%), lung (18%), distant lymph node (18%), brain (9%), liver (6%), and vagina (3%). Most tumors (76%) did not exhibit microsatellite instability or mismatch repair deficiency. Approximately half (53%) of the patients had long immune checkpoint therapy duration prior to intervention. Median progression-free survival following the procedure was 5.3 months (95% CI, 3.1-9.9), and median overall survival was 21.7 months (95% CI, 14.9-not estimable). Long versus short immune checkpoint therapy duration prior to procedure and length of immune checkpoint therapy had no effect on progression-free or overall survival. CONCLUSIONS: Procedural interventions for patients with oligoprogression on immune checkpoint blockade therapy are feasible and demonstrate favorable outcomes. With expanding use of immune checkpoint therapy, it is important to investigate combined modalities to maximize therapeutic benefit for patients with gynecologic cancers.

Assessment of socioeconomic and racial differences in patients undergoing concurrent gynecologic oncology and urogynecology surgeries: a National Inpatient Sample (NIS) database study.

OBJECTIVE: To assess social determinants of health impacting patients undergoing gynecologic oncology versus combined gynecologic oncology and urogynecology surgeries. METHODS: We identified patients who underwent gynecologic oncology surgeries from 2016 to 2019 in the National Inpatient Sample using the International Classification of Diseases-10 codes. Demographics, including race and insurance status, were compared for patients who underwent gynecologic oncology procedures only (Oncologic) and those who underwent concurrent incontinence or pelvic organ prolapse procedures (Urogynecologic-Oncologic). A logistic regression model assessed variables of interest after adjustment for other relevant variables. RESULTS: From 2016 to 2019 the National Inpatient Sample database contained 389 (1.14%) Urogynecologic-Oncologic cases and 33 796 (98.9%) Oncologic cases. Urogynecologic-Oncologic patients were less likely to be white (62.1% vs 68.8%, p=0.02) and were older (median 67 vs 62 years, p<0.001) than Oncologic patients. The Urogynecologic-Oncologic cohort was less likely to have private insurance as their primary insurance (31.9% vs 38.9%, p=0.01) and was more likely to have Medicare (52.2% vs 42.8%, p=0.01). After multivariable analysis, black (adjusted odds ratio (aOR) 1.41, 95% CI 1.05 to 1.89, p=0.02) and Hispanic patients (aOR 1.53, 95% CI 1.11 to 2.10, p=0.02) remained more likely to undergo Urogynecologic-Oncologic surgeries but the primary expected payer no longer differed significantly between the two groups (p=0.95). Age at admission, patient residence, and teaching location remained significantly different between the groups. CONCLUSIONS: In this analysis of a large inpatient database we identified notable racial and geographical differences between the cohorts of patients who underwent Urogynecologic-Oncologic and Oncologic procedures.

Surgical options for lymphedema after gynecological cancer treatment: current trends and advances.

Lower leg lymphedema is an important complication after gynecological treatment that can severely affect the quality of life of long-term survivors of these malignancies. As a chronic and progressive disease, affected patients will require life-long therapy centered on compression. Although conventional compressive treatments can be effective, they are extremely burdensome and time-consuming for most patients and adherence is challenging. With advances in the field of reconstructive microsurgery, new procedures have been developed in the past decades to help these patients in their continuous care and have been offered at many oncological centers around the world as a first line of treatment. We performed a PubMed search using the Mesh terms 'Lymphedema/surgery' and 'Lower extremity' yielding a total of 508 articles. Of these, 35 articles were included for analysis. Articles that failed to provide a comprehensive analysis of outcomes following surgical treatment, studies examining treatment for upper limb lymphedema, primary lymphedema, or lower extremity lymphedema resulting from non-gynecologic etiologies, and studies that failed to have a minimum of 6 months follow-up were excluded. A comprehensive review of these 35 articles including over 1200 patients demonstrated large variability on the outcomes reported; however, an overall benefit from these procedures was found. Surgical options including lymphovenous anastomosis, vascularized lymph node transfers, and excisional procedures can be performed in patients with lower leg lymphedema, depending on staging and findings in indocyanine green lymphography. Surgical treatment of lymphedema is an effective option that can improve symptoms and quality of life of patients suffering from lymphedema following gynecologic cancers.

Efficacy of locoregional analgesic techniques after laparotomy for gynecologic cancer: a systematic review.

OBJECTIVE: To determine which locoregional techniques are effective in managing post-operative pain in major open oncologic gynecologic surgery in terms of pain scores and opioid consumption when epidural analgesia is not a feasible option. METHODS: A systematic review of the literature, based on the Preferred Items for Systematic Reviews and Meta-analyses (PRISMA) guidelines, was conducted. The ROB-2 assessment was used to assess bias. The primary outcomes were opioid consumption and post-operative pain scores. Secondary outcomes included post-operative markers such as time to mobilization and bowel movement. RESULTS: A total of nine studies (n=714) were included in the analysis. Eight studies had a low risk of bias. Five different forms of locoregional analgesia were described. Eight studies compared with placebo and one study compared rectus sheath block with epidural analgesia. Three of the five studies investigating transversus abdominis plane (TAP) blocks showed an improvement in pain scores and opioid consumption when compared with the placebo group. One study investigating rectus sheath blocks and another investigating paravertebral blocks demonstrated significantly less opioid consumption and improved pain scores at certain time points. The studies investigating continuous wound infiltration and superior hypogastric plexus block found no significant effect. No adverse effects of locoregional anesthesia were found. CONCLUSION: Our study showed that TAP blocks, rectus sheath blocks, and paravertebral blocks may decrease opioid consumption and improve pain scores in patients undergoing open abdominal surgery for gynecologic cancer. Additionally, these techniques might serve as a viable alternative for patients with contraindications to epidural analgesia.

ESGE/ESGO/SERGS consensus statement on surgical steps in minimally invasive surgery in gynecologic oncology: transperitoneal and extraperitioneal approach for paraaortic lymphadenectomy.

INTRODUCTION: Assessment of retroperitoneal nodes is an important part of the surgical staging of gynecologic cancers. Although pelvic and paraaortic lymphadenectomy have been widely described by different authors, there is little consensus on the description of the different surgical steps for each procedure. An Intergroup Committee on Onco-Gyn Minimally Invasive Surgery has been established with members of the European Society for Gynecological Endoscopy (ESGE), European Society of Gynaecological Oncology (ESGO) and the Society of European Robotic Gynaecological Surgery (SERGS). The Intergroup Committee has various objectives: writing down a surgical description of the technique, which will be assessed by a group of experts following a formal consensus method and developing a specific Objective Structured Assessment of Technical Skills (OSATS) scale for each procedure. METHODS: A hierarchical task analysis was conducted by a working group of eight experts from the three societies in order to identify the surgical steps of transperitoneal and extraperitoneal approach in paraaortic lymphadenectomy. The selection of the definitive surgical steps was confirmed by a group of 19 experts from the different societies, following a formal consensus method. Two rounds of Delphi panel rating were considered necessary for achieving an agreement. The consensus agreement identified 29 surgical steps in transperitoneal and 17 surgical steps in extraperitoneal approach to complete a paraaortic lymphadenectomy. Once the description of the procedure and the consensus were established, an Objective specific Scale for the Assessment of Technical Skills for Paraaortic lymphadenectomy (PA-OSATS) in the transperitoneal and extraperitoneal approach was developed. RESULTS: In the first round of rating we found that 28 steps out of 29 in the transperitoneal approach and 13 out of 17 in the extraperitoneal approach did not reach a strong degree of agreement. They were reformulated based on comments made by the experts, and submitted to a second round of rating and this finally achieved an agreement. CONCLUSION: We defined a list of surgical steps in transperitoneal and extraperitoneal approach in paraaortic lymphadenectomy and a specific PA-OSATS scale for these procedures. This tool will be useful for teaching, assessing and standardizing this surgical procedure.

Evaluation of a tiered opioid prescription algorithm in an ERAS pathway: exploring opportunities for further refinement.

BACKGROUND: Opioid over-prescription is wasteful and contributes to the opioid crisis. We implemented a personalized tiered discharge opioid protocol and education on opioid disposal to minimize over-prescription. OBJECTIVE: To evaluate the intervention by investigating opioid use post-discharge for women undergoing abdomino-pelvic surgery, and patient adherence to opioid disposal education. METHODS: We analyzed post-discharge opioid consumption among 558 patients. Eligible patients included those who underwent elective gynecologic surgery, were not taking scheduled opioids pre-operatively, and received discharge opioids according to a tiered prescribing algorithm. A survey assessing discharge opioid consumption and disposal safety knowledge was distributed on post-discharge day 21. Over-prescription was defined as >20% of the original prescription left over. Descriptive statistics were used for analysis. RESULTS: The survey response rate was 61% and 59% in the minimally invasive surgery and open surgery cohorts, respectively. Overall, 42.8% of patients reported using no opioids after hospital discharge, 45.2% in the minimally invasive surgery and 38.6% in the open surgery cohort. Furthermore, 74.9% of respondents were over-prescribed, with median age being statistically significant for this group (p=0.004). Finally, 46.4% of respondents expressed no knowledge regarding safe disposal practices, with no statistically significant difference between groups (p>0.99). CONCLUSION: Despite implementation of the tiered discharge opioid algorithm aimed to personalize opioid prescriptions to estimated need, we still over-prescribed opioids. Additionally, despite targeted education, nearly half of all patients who completed the survey did not know how to dispose of their opioid tablets. Additional efforts are needed to further refine the algorithm to reduce over-prescription of opioids and improve disposal education.

Molecular classification of endometrial carcinoma on endometrial biopsy: an early prognostic value to guide personalized treatment.

OBJECTIVE: Molecular features are essential for estimating the risk of recurrence and impacting overall survival in patients with endometrial cancer. Additionally, the surgical procedure itself could be personalized based on the molecular characteristics of the tumor. This study aims to assess the feasibility of obtaining reliable molecular classification status from biopsy specimens collected during hysteroscopy to better modulate the appropriate surgical treatment. METHODS: This monocentric, retrospective, observational study was conducted on 106 patients who underwent a biopsy procedure followed by radical surgery for endometrial cancer, with concurrent molecular investigation. The molecular classification was determined through immunohistochemical staining for p53 and mismatch repair proteins, along with gene sequencing for POLE. RESULTS: Overall, 106 patients underwent molecular investigation, which was finally achieved on 99 patients (93.4%). Among these, the molecular analysis was conducted in 71 patients (67%) on the pre-operative endometrial biopsy and on the final uterine specimen in 28 patients (26.4%). Most of the endometrial biopsies were performed using Bettocchi hysteroscopy (66%). Molecular analysis was not possible in seven patients (6.6%), with six cases due to sample inadequacy and one case attributed to intra-mucosal carcinoma. The molecular results showed that the copy number low sub-group was the most common, and five cases of 'multiple classifiers' were observed in the low-risk category. CONCLUSION: Our experience in obtaining molecular information from biopsy samples underscores the feasibility and efficacy of this technique, even in small tissue samples. This capability helps define the prognostic group of patients, facilitates timely decision-making, and develops a personalized strategy for each patient.