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Record W4391138864 · doi:10.1177/11786329231222858

Palliative Care for Newborns in India: Patterns of Care in a Neonatal Palliative Care Program at a Tertiary Government Children’s Hospital

2024· article· en· W4391138864 on OpenAlex
Mohammad Ishak Tayoob, Spandana Rayala, Megan Doherty, Hima Bindu Singh, Swapna Lingaldinna, Gayatri Palat

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueHealth Services Insights · 2024
Typearticle
Languageen
FieldMedicine
TopicChildhood Cancer Survivors' Quality of Life
Canadian institutionsChildren's Hospital of Eastern OntarioUniversity of Ottawa
Fundersnot available
KeywordsTertiary carePalliative careMedicineGovernment (linguistics)NursingFamily medicine

Abstract

fetched live from OpenAlex

Neonatal palliative care is a specialized area within children's palliative care, which focusses on the needs of infants with life-limiting or life-threatening conditions. Nearly one quarter of global neonatal deaths occur in India, where neonatal palliative care evidence is limited. This study describes the development and implementation of a neonatal palliative care program within a neonatal intensive care unit (NICU) at a government hospital, describing the implementing an 8-month pilot palliative care program for neonates, including the patterns of care, and barriers and enablers of success. The hospital-based palliative care team included trained pediatric palliative care physicians, a nurse, and a counselor. There was a steady increase in monthly referrals. There were 110 referrals in total, including 89 (81%) deaths and 18 (16%) babies were alive at the time of final follow-up, 10 months after the pilot program was completed. The program addressed physical symptoms, including providing morphine, as well as psychosocial and spiritual concerns of families. A model of hospital-based palliative care for neonates can be implemented within NICUs in tertiary government hospitals in India. Neonatal palliative care programs should include partnerships with charitable organizations to support implementation costs and provide palliative care training, mentorship, and capacity-building support.

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.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.359
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.011
GPT teacher head0.325
Teacher spread0.314 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it