Injury and violence in the context of sustainable development01. Optimizing of uptake of 3 WHO injury surveillance guidelines through digitization02. Prospective study of pediatric neurotrauma surgery in Addis Ababa, Ethiopia: clinical presentation, injury types, and trauma causes03. Injury Surveillance Tanzania — a 10-year experience04. Characteristics of traumatic injury requiring surgical care in Ethiopia05. Surgical, obstetric, trauma, and anesthesia-related health policies in Ghana: analysis and opportunities06. Trauma: a significant risk of catastrophic expenditure in Hawassa, Ethiopia07. Improvements in trauma care and outcome using a trauma intake form with built-in decision support prompts at non-tertiary hospitals in Ghana: a randomized clinical trial08. Burden of injury in Africa, 2010–2021: analysis of Global Burden of Disease 202109. A non-lethal left-sided thoracic impalement injury10. Withdrawn11. Pediatric falls: an analysis of patterns of injury and associated mortality from falls in urban India12. Injuries to the maxillofacial region from improvised explosive devices: diagnostic findings and treatment approaches in a resource-limited setting13. Adult surgical admissions at a Botswana tertiary teaching hospital — spectrum, comorbidity profile, and outcomes14. Exploring police officers’ perspectives on road traffic accident dynamics, management, and prevention in Jimma, Ethiopia: a phenomenological qualitative study15. Effectiveness of steam sterilization practice on reusable surgical instruments and factors associated with ineffective sterilization in selected public hospitals16. Soft-tissue reconstruction of type IIIB open tibial fractures in low- and middle-income countries: a literature review17. What are the core competencies for global surgical training? A scoping review18. Delays in care for children with low anorectal malformations in southwestern Uganda: a cross-sectional survey19. Prehospital care for trauma patients in Ethiopia: a systematic review20. Improving access to pediatric foot and ankle surgery in low-resource areas using smart glasses technology for telementoring of surgeons — a pilot study21. Pathways to equitable clinical exchanges: a review of licensure requirements of 52 medical boards in the United States22. Effectiveness of a hybrid trauma training course for health care providers in Kenya23. Incisional negative-pressure wound therapy as breakthrough adjunct in preventing surgical site infection in contaminated and dirty laparotomy wounds in sub-Saharan African children24. Comparing clinical with microbiological assessment in predicting skin graft take at National Hospital, Abuja25. Etiology and patterns of pediatric long bone fractures seen at a regional referral and university teaching hospital in southwestern Uganda26. Late-presenting developmental dysplasia of the hip in Ethiopia: a retrospective cohort study of 116 hips27. Addressing critical challenges: aortoiliac occlusive disease management in Ethiopia28. Patient-centred surgical care for children in low- and middle-income countries — a systematic scoping review of the literature29. Virtual and augmented reality for simulation training in low- and middle-income countries — a systematic review30. Clinical profile and outcome of penetrating traumatic brain injury war victim military patients in Ethiopia: a prospective study31. Addressing the paramedic shortage in Ethiopia: a critical analysis for emergency medical service improvement32. Empowering voices: the role of social media in civilian agency during the Sudanese Civil War33. Assessment of knowledge, attitude, and practice of Basic Life Support (BLS) among medical interns of Tikur Anbessa Specialized Hospital, Addis Ababa, Ethiopia34. Snapshot of trauma and anesthesia care capacity and preparedness in resource-limited setup in the face of war: the case of northern Ethiopia35. Prehospital features of trauma victims and their association with outcomes in southern Ethiopia36. Assessing prioritization of trauma and surgical care in Uganda’s health policy documents: a bibliometric analysis37. Readiness of tertiary care hospitals in Ethiopia for trauma registry implementation38. Rapid review: humanitarian organizations and existing policy on sustainable surgical care in conflict and post-conflict zones39. The United Nations Global Surgery Learning Hub: enhancing human resource capacity in surgical care40. Disaster surge capacity rise through reverse triage in Addis Ababa hospitals41. Outcome of major burn injury management involving high-dose multivitamins in Enugu, Nigeria42. A collaboration between Hawassa and Houston in a competitive hackathon for surgical innovation43. Humanitarian surgery: an experience from the Afar region of Ethiopia
Bibliographic record
Abstract
The Organizing Committee of Bethune Round Table (BRT) 2024 would like to express its sincere gratitude to the following groups and individuals for their invaluable contributions to this volume of compiled abstracts. We thank the Scientific Committee, who provided expert guidance in shaping the
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 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 source (direct Gemma or distilled Codex), 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".