# Physician understanding, explainability, and trust in a hypothetical machine learning risk calculator

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/physician-understanding-explainability-and-trust-in-a-hypothetical-machine/

## Facts

| Field | Value |
| --- | --- |
| Author Names | William K. Diprose,Nicholas Buist,Ning Hua,Quentin Thurier,G. B. Shand,R. R. Rejimol Robinson |
| Citations | 199 |
| DOI | 10.1093/jamia/ocz229 |
| Fields | Computer Science,Medicine |
| Open Access | true |
| OA Status | green |
| OA URL | https://www.ncbi.nlm.nih.gov/pmc/articles/7647292 |
| OpenAlex ID | https://openalex.org/W3007542085 |
| PMID | 32106285 |
| Type | article |
| Year | 2019 |

## Paper authors

- [William K. Diprose](https://scholariq.org/researchers/william-k-diprose/)
- [Nicholas Buist](https://scholariq.org/researchers/nicholas-buist/)
- [Ning Hua](https://scholariq.org/researchers/ning-hua/)
- [G. B. Shand](https://scholariq.org/researchers/g-b-shand/)
- [R. R. Rejimol Robinson](https://scholariq.org/researchers/r-r-rejimol-robinson/)

## Paper journal

- [Journal of the American Medical Informatics Association](https://scholariq.org/journals/journal-of-the-american-medical-informatics-association/)

## Paper primary topic

- [Explainable Artificial Intelligence (XAI)](https://scholariq.org/topics/explainable-artificial-intelligence-xai/)

## Paper topics

- [Explainable Artificial Intelligence (XAI)](https://scholariq.org/topics/explainable-artificial-intelligence-xai/)
- [Artificial Intelligence in Healthcare and Education](https://scholariq.org/topics/artificial-intelligence-in-healthcare-and-education/)
- [Clinical Reasoning and Diagnostic Skills](https://scholariq.org/topics/clinical-reasoning-and-diagnostic-skills/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.