1.Performance of ChatGPT 3.5 and 4 on U.S. dental examinations: the INBDE, ADAT, and DAT
Mahmood DASHTI ; Shohreh GHASEMI ; Niloofar GHADIMI ; Delband HEFZI ; Azizeh KARIMIAN ; Niusha ZARE ; Amir FAHIMIPOUR ; Zohaib KHURSHID ; Maryam Mohammadalizadeh CHAFJIRI ; Sahar GHAEDSHARAF
Imaging Science in Dentistry 2024;54(3):271-275
Purpose:
Recent advancements in artificial intelligence (AI), particularly tools such as ChatGPT developed by OpenAI, a U.S.-based AI research organization, have transformed the healthcare and education sectors. This study investigated the effectiveness of ChatGPT in answering dentistry exam questions, demonstrating its potential to enhance professional practice and patient care.
Materials and Methods:
This study assessed the performance of ChatGPT 3.5 and 4 on U.S. dental exams -specifically, the Integrated National Board Dental Examination (INBDE), Dental Admission Test (DAT), and Advanced Dental Admission Test (ADAT) - excluding image-based questions. Using customized prompts,ChatGPT’s answers were evaluated against official answer sheets.
Results:
ChatGPT 3.5 and 4 were tested with 253 questions from the INBDE, ADAT, and DAT exams. For the INBDE, both versions achieved 80% accuracy in knowledge-based questions and 66-69% in case history questions.In ADAT, they scored 66-83% in knowledge-based and 76% in case history questions. ChatGPT 4 excelled on the DAT, with 94% accuracy in knowledge-based questions, 57% in mathematical analysis items, and 100% in comprehension questions, surpassing ChatGPT 3.5’s rates of 83%, 31%, and 82%, respectively. The difference was significant for knowledge-based questions (P = 0.009). Both versions showed similar patterns in incorrect responses.
Conclusion
Both ChatGPT 3.5 and 4 effectively handled knowledge-based, case history, and comprehension questions, with ChatGPT 4 being more reliable and surpassing the performance of 3.5. ChatGPT 4’s perfect score incomprehension questions underscores its trainability in specific subjects. However, both versions exhibited weakerperformance in mathematical analysis, suggesting this as an area for improvement.
2.The Associations between Bone Mineral Density and Oxidative Stress Biomarkers in Postmenopausal Women
Sanaz MALEKIAN ; Mojgan MIRGHAFOURVAND ; Farzad NAJAFIPOUR ; Alireza OSTADRAHIMI ; Nafiseh GHASSAB-ABDOLLAHI ; Azizeh FARSHBAF-KHALILI
Korean Journal of Family Medicine 2023;44(2):95-101
Background:
Oxidative stress plays an essential role in bone health among postmenopausal women. This study aimed to compare the oxidative stress biomarkers among postmenopausal women aged 50–65 years with normal bone mineral density, osteopenia, and osteoporosis.
Methods:
In this observational study, 120 women with normal bone mineral density, 82 with osteopenia, and 86 with osteoporosis were selected based on the densitometry data obtained from the dual-energy X-ray absorptiometry method. The serum total antioxidant capacity (TAC), superoxide dismutase (SOD) activity, and malondialdehyde (MDA) levels were measured using biochemical methods. A binary logistic regression model adjusted for confounders was used to estimate the risk of osteopenia and osteoporosis. The P-value of <0.05 was considered statistically significant.
Results:
There were significant differences between the three groups in age, menopausal age, body mass index, and education (P<0.05). According to the binary logistic regression model, higher SOD activity and serum TAC levels were associated with a lower risk of osteoporosis (adjusted odds ratio [aOR], 0.991; 95% confidence intervals [CI], 0.986 to 0.996; and aOR, 0.373; 95% CI, 0.141 to 0.986, respectively). MDA was a significant risk factor for osteopenia in postmenopausal women (aOR, 1.702; 95% CI, 1.125 to 2.576).
Conclusion
Higher SOD activity and serum TAC levels in the studied postmenopausal women were associated with a significantly lower risk of osteoporosis. Moreover, the risk of osteopenia increased significantly with higher serum MDA levels.
3.Assessing the Anaesthetic Time on Operation Theatre Utilisation and Case Cancellation
Mohd Yusoff MSZ ; Azizeh A ; Wan Mat WR ; Abdul Rahman R
Journal of Surgical Academia 2021;11(1):1-7
Assessing the Anaesthetic Time on Operation Theatre Utilisation and Case Cancellation
The time to perform an anaesthesia-related procedure at induction and emergence is often overlooked as part of the operation theatre (OT) utilisation time. This prospective observational study aimed to assess the estimation done by the surgeons and anaesthetists on anaesthesia times and the overall OT utilisation in our centre. This prospective observational study included elective cases from 13 surgical disciplines. The trainees, specialists and consultants from surgical and anaesthesia teams estimated the anaesthesia times separately before the surgical procedures. The actual anaesthesia, surgical, total procedural and turnover durations taken to complete the cases were documented. Operation theatre utilisations of those various surgical disciplines involved in the study were also analysed. We analysed 128 elective cases. The average mean time spent for anaesthesia procedures was 28.4 ± 14.1 min, with the mean induction time was 16.0 ± 9.8 min and the mean emergence time was 12.5 ± 8.6 min. Both anaesthetists and surgeons overestimated the anaesthetic times, but anaesthetists estimated closer to the actual anaesthetic times (r = 0.64 vs r = 0.49, respectively). There was no significant difference in the estimated anaesthetic times between different experience levels. All the surgical disciplines had average OT utilisation exceeding 90%, indicating overutilisation. A total of 12 cases (7.1%) were cancelled. Most cases were cancelled due to exceeded allocated block OT times (7 cases) or unavailability of ICU beds (2 cases). We concluded that OTs exceeding the given OT time is the most frequent reason for cancelling elective surgical cases on the day of surgery.
4.Comparing the Effectiveness of Oral Celecoxib with Oral Tramadol as Pre-Emptive Analgesia in Ambulatory Surgery
Abd Manaf MF ; Azizeh A ; Budiman M ; Wan Rahiza Wan Mat
Journal of Surgical Academia 2021;11(1):16-21
Comparing the Effectiveness of Oral Celecoxib with Oral Tramadol as Pre-Emptive Analgesia in Ambulatory Surgery
Nociception pathway is thought to be pre-emptively inhibited in hope to reduce acute pain in an anticipated procedural related tissue injury intraoperatively or postoperatively when pre-emptive analgesics are administered preoperatively. High intensity of pain is expected after surgical removal of the third molar which is associated with jaw swelling and limited opening of the jaw. We compare the pre-emptive analgesia effect of oral celecoxib and oral tramadol in elective ambulatory dental surgery under general anaesthesia. Informed consents were obtained from 84 patients with American Society of Anesthesiologists (ASA) physical status I or II and aged between 18 to 56 years. They were randomised to receive either oral celecoxib 200 mg (Group A) or oral tramadol 50 mg (Group B) one hour before induction of anaesthesia. Intraoperative and postoperative fentanyl consumption were compared. Numeric Rating Scale (NRS), ranging from 1 to 10, was used to assess postoperative pain scores. Group A showed a significant reduction in fentanyl consumption intraoperatively compared to Group B (p=0.047). Both groups of patients experienced mild pain at various times assessed postoperatively ranging between 0-2 NRS scores. Comparison between the groups did not detect significant reduction in pain scores and postoperative fentanyl consumption. We concluded that neither medication was found to be effective as pre-emptive analgesia, however, intraoperative fentanyl consumption was reduced by pre-emptive administration of oral celecoxib.
5.Estimating Surgical Duration for Surgeries: Towards an Efficient Schedule of Operating Theatre
Asmah Azizeh ; Wan Rahiza Wan Mat ; Raha Abdul Rahman
Journal of Surgical Academia 2020;10(1):6-13
Estimating Surgical Duration for Surgeries: Towards an Efficient Schedule of Operating Theatre
Poor operation theatre (OT) scheduling is a common cause of case cancellation on the day of surgery. We analysed the accuracy of anaesthetists and surgeons in estimating the surgical time to complete an operation and investigated whether the estimated times was correlated with the actual surgical time. It was a prospective observational study with 369 elective cases from various surgical subspecialties which were performed within three months in a tertiary university hospital. Anaesthetists and surgeons were required to estimate the surgical time of the elective cases before the day of surgery. Their estimations were compared with the recorded actual surgical time. The primary outcome was the median time difference from the estimated surgical time. Anaesthetists accurately estimated surgical times of 82 cases (22%) and surgeons 59 cases (16%). Overall, anaesthetists overestimated the surgical time by 11 minutes of actual surgical times [interquartile range (IQR) -15 to 40 minutes]. Surgeons underestimated their surgical time by 15 minutes [IQR -60 to 20 minutes]. The median estimated surgical time difference between anaesthetists and surgeons was significantly different (p<0.0001). Among the surgical subspecialties, the longest overestimation by anaesthetists was up to 48 minutes in colorectal surgeries. The most underestimated median time difference by surgeons was 65 minutes, seen in upper gastrointestinal surgeries. A significant strong positive correlation existed between overall anaesthetists' estimated and actual surgical times (rs = 0.735, p<0.0001). At the same time, there was a weak correlation between surgeons’ overall estimation time upon booking and actual surgical times (rs = 0.492, p<0.0001). In conclusion, both the anaesthetists and surgeons were significantly inaccurate in estimating the duration of surgical procedures. Although the anaesthetists tended to overestimate it while surgeons underestimated it, their estimations correlated strongly with the actual surgical times, whereas surgeons’ estimations were weakly correlated
6. Effect of Hypericum perforatum L. compared with metronidazole in bacterial vaginosis: A double-blind randomized trial
Sakineh MOHAMMAD-ALIZADEH-CHARANDABI ; Zahra MOHAMMADZADEH ; Azizeh FARSHBAF-KHALILI ; Yousef JAVADZADEH
Asian Pacific Journal of Tropical Biomedicine 2014;4(11):896-902
Objective: To compare effect of Hypericum perforatum (H. perforatum) vaginal gel with metronidazole on bacterial vaginosis (BV) in terms of initial response to treatment and preventing recurrence (primary outcomes) and also patient complaints (secondary outcomes). Methods: In this double-blind, double dummy trial, married women aged 18-49 with BV were randomized into two groups and administered 5 g of 3% H. perforatum and placebo of metronidazole (n=82), or 5 g of 0.75% metronidazole and placebo of H. perforatum (n=80) vaginally for 5 d. Amsel criteria were used for diagnosis and assessing cure and recurrence of BV. The comparisons was done using Chi-square, Fisher's exact and logistic regression. Results: At 10-12 d, cure rate was 82% in the H. perforatum and 85% in metronidazole group (risk ratio 0.9, 95% confidence interval 0.6 to 1.3). Among the cured women, recurrence rate was 9% in the H. perforatum and 13% in the metronidazole group at the 30-35 d visit (risk ratio 0.8, 95% confidence interval 0.4 to 1.3). There was no statistically significant difference between the groups regarding any patient complaints, except itching which was less in H. perforatum group (5% vs. 16%, P=0.018 at the first and 13% vs. 43%, P < 0.001 at the second follow-up). No significant adverse event was reported at any groups. Conclusions: H. perforatum could be a good option for treatment of BV. However, further studies are needed for its public use.


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