OTHR-09. HEALTHCARE PROVIDERS’ PERSPECTIVES ON MALAYSIA-SINGAPORE VIRTUAL PEDIATRIC NEURO-ONCOLOGY TUMOR BOARD MEETING
Bibliographic record
Abstract
Abstract BACKGROUND Virtual pediatric neuro-oncology tumor board meetings have been reported to be highly beneficial in improving the delivery of high-quality care for childhood central nervous system (CNS) tumors. However, such meetings are lacking in the Asia Pacific region. Hence, we initiated the first pediatric neuro-oncology online platform in the Asia Pacific region in January 2019, and we aimed to describe the participants’ perception of the virtual tumor board meetings. METHODS We retrospectively reviewed all cases from January 2019 to December 2023 and conducted a web-based survey to all participants in December 2023. Centers that presented more than five cases were invited to assess the impact of virtual meetings. RESULTS Fifty-four meetings have been conducted over five years. A total of 160 cases were presented by 20 institutions from six Asian countries, which include Malaysia, Singapore, Philippines, Vietnam, India, and Taiwan. Thirty participants responded to the survey. Majority of them attended the meetings to enhance their knowledge in pediatric neuro-oncology (96.7%), to learn evidence-based management (83.3%), and to build connections with regional colleagues and international experts (53.3%). Almost all concluded that tumor board meetings improved treatment decisions, addressed challenges of complex CNS tumor cases, and promoted continuity of care with appropriate post-surgical chemotherapy administration and surveillance investigations after completion of treatment. The main reason for case discussion was diagnostic difficulties followed by multimodal treatment advice (85.7%). More than 25% of management changes were observed in pathological diagnosis and treatment approaches. All the hospitals reported that the online case discussions improved pediatric neuro-oncology service delivery capacity and increased local team competence. CONCLUSION Virtual pediatric neuro-oncology tumor board meetings facilitated improvement in pathological diagnosis and multimodal treatment approach. The establishment of virtual CNS tumor board meetings is an effective way to seek international expert advice and promote pediatric neuro-oncology education in our region.
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How this classification was reachedexpand
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".