Data · dataset · 2026
European decision making for surgical NEC
Listed in IISH Dataverse
Necrotizing enterocolitis (NEC) is a severe gastrointestinal disorder primarily affecting preterm infants.
Description
In advanced stages, surgical intervention may represent the only viable option for survival. However, high peri-operative mortality and post-operative morbidity rates make the decision between surgery and palliative care ethically and clinically complex.
We conducted a discrete choice experiment using hypothetical cases of surgical NEC. These cases were made up of several pre-determined variables including gestational age, hemodynamic status and interpretation of cerebral ultrasound. For each case, we asked experts to choose between operative treatment and palliative care.
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The decisions for each of those situations are stored in the current database. Using Behavioral Artificial Intelligence Technology (BAIT), we used these data to determine variations in clinical decision-making across European practitioners.
Links
Where it is published
- Dataverse dataset page dataverse.nl/dataset.xhtml?persistentId=doi%3A10.34894%2FMPQ3H4 ↗
landing page · from datasets iisg amsterdam
- DOI doi.org/10.34894/mpq3h4 ↗
DOI / persistent id · from datasets iisg amsterdam
Catalogue records · 1
- Dataverse API dataverse.nl/api/datasets/:persistentId/?persistentId=doi%3A10.34894%2FMPQ3… ↗
metadata API · from datasets iisg amsterdam
Topics
- Stated by source
- Medicine, Health and Life Sciences
- From keywords
- Artificial intelligence · Computer Science & AI · Life Sciences · Medicine & Health · Palliative care
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| IISH Dataverse | doi:10.34894/MPQ3H4 | 6 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:field:420316 | mapping · datasets iisg amsterdam | vocabulary-mapper@1.0.0 | keywords['Palliative care'] |
| concepts[field].anzsrc:group:4602 | mapping · datasets iisg amsterdam | vocabulary-mapper@1.0.0 | keywords['Artificial Intelligence'] |
| concepts[field].dataverse_subject:medicine-health-and-life-sciences | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].local:field:computer-science-ai | mapping · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].local:field:life-sciences | mapping · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].local:field:medicine-health | mapping · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| created_date | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | |
| description | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /description |
| publication_date | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | |
| title | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /name |
| updated_date | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | |
| version_label | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 |