Management of right coronary-cameral fistula in a youngwoman presenting with ischemic symptoms
Bibliographic record
Abstract
AMA Darbari A, Singh D, Rawat S, Kumar A. Management of right coronary-cameral fistula in a young woman presenting with ischemic symptoms. Kardiochirurgia i Torakochirurgia Polska/Polish Journal of Thoracic and Cardiovascular Surgery. 2023;20(2):135-138. doi:10.5114/kitp.2023.129537. APA Darbari, A., Singh, D., Rawat, S., & Kumar, A. (2023). Management of right coronary-cameral fistula in a young woman presenting with ischemic symptoms. Kardiochirurgia i Torakochirurgia Polska/Polish Journal of Thoracic and Cardiovascular Surgery, 20(2), 135-138. https://doi.org/10.5114/kitp.2023.129537 Chicago Darbari, Anshuman, Devender Singh, Shubham S. Rawat, and Ajay Kumar. 2023. "Management of right coronary-cameral fistula in a young woman presenting with ischemic symptoms". Kardiochirurgia i Torakochirurgia Polska/Polish Journal of Thoracic and Cardiovascular Surgery 20 (2): 135-138. doi:10.5114/kitp.2023.129537. Harvard Darbari, A., Singh, D., Rawat, S., and Kumar, A. (2023). Management of right coronary-cameral fistula in a young woman presenting with ischemic symptoms. Kardiochirurgia i Torakochirurgia Polska/Polish Journal of Thoracic and Cardiovascular Surgery, 20(2), pp.135-138. https://doi.org/10.5114/kitp.2023.129537 MLA Darbari, Anshuman et al. "Management of right coronary-cameral fistula in a young woman presenting with ischemic symptoms." Kardiochirurgia i Torakochirurgia Polska/Polish Journal of Thoracic and Cardiovascular Surgery, vol. 20, no. 2, 2023, pp. 135-138. doi:10.5114/kitp.2023.129537. Vancouver Darbari A, Singh D, Rawat S, Kumar A. Management of right coronary-cameral fistula in a young woman presenting with ischemic symptoms. Kardiochirurgia i Torakochirurgia Polska/Polish Journal of Thoracic and Cardiovascular Surgery. 2023;20(2):135-138. doi:10.5114/kitp.2023.129537.
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 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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| 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 | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 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".