Clinical Assertion and Negation BERT

Text & chatUnavailable
by CommunityModel ID: clinical-assertion-negation-bert

Text-classification model from Betty van Aken that decides whether a medical condition mentioned in a clinical note is present, absent or possible. The target entity is marked in the input with [entity] tags, and the model returns the assertion status. Built on Bio_ClinicalBERT and trained on the 2010 i2b2/VA assertion data.

Status
Unavailable
Input β†’ output
Text β†’ Text
Developer
Community
Updated
September 23, 2026

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Clinical sentence with the target condition wrapped in [entity] ... [/entity] markers

Output
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About Clinical Assertion and Negation BERT

TL;DRAs of September 23, 2026

Clinical Assertion and Negation BERT is a model by Community in the Text & chat category. Clinical Assertion and Negation BERT is currently not available on Railwail.

clinical-assertion-negation-bert classifies the assertion status of a flagged condition in a clinical sentence into PRESENT, ABSENT or POSSIBLE. You wrap the condition in [entity] and [/entity] markers, and the model judges whether the note asserts, negates or hedges it. This is the negation and uncertainty step that disease NER alone misses, for example separating diagnosed from ruled-out findings. It is fine-tuned from Bio_ClinicalBERT on the i2b2 2010 assertion task.
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Pricing

Currently unavailable. There is no price for this model at the moment, so it cannot be run.

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API

Call Clinical Assertion and Negation BERT with your Railwail API key. Use this model ID in the request:
clinical-assertion-negation-bertAPI documentationGet an API key

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Specifications

Model ID
clinical-assertion-negation-bert
Developer
Community
Category
Text & chat
Input
Text
Output
Text
Catalog entry updated
September 23, 2026

Input parameters

Inputs and settings from the model's input schema. The example in the API section shows which of them the API accepts.

  • inputsrequired

    Clinical sentence with the target condition wrapped in [entity] ... [/entity] markers

    Type: Text
    Default: –
    Allowed values: up to 4,000 characters

Tags

  • medical
  • research
  • nlp
  • huggingface
  • text-classification
  • assertion
  • negation
  • clinicalbert
  • i2b2
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Use cases

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Frequently asked questions

What is Clinical Assertion and Negation BERT?

Clinical Assertion and Negation BERT is a model by Community in the Text & chat category. It is listed on Railwail but cannot be run at the moment.

How much does Clinical Assertion and Negation BERT cost on Railwail?

Clinical Assertion and Negation BERT cannot be run on Railwail at the moment, so there is no current price. Available alternatives with prices are listed further down this page.

Which settings does Clinical Assertion and Negation BERT support?

According to its input schema, Clinical Assertion and Negation BERT knows these parameters: inputs (up to 4,000 characters).

How fast is Clinical Assertion and Negation BERT?

There are not enough measured runs of Clinical Assertion and Negation BERT on Railwail yet to state a run time. It depends on the input, the settings and the load at the provider.

Is Clinical Assertion and Negation BERT better than Claude Fable 5.1?

That depends on the task. Clinical Assertion and Negation BERT (Community) and Claude Fable 5.1 (Anthropic) are both models in the Text & chat category. The comparison page shows their prices and specifications side by side.

Compare Clinical Assertion and Negation BERT and Claude Fable 5.1

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Currently unavailable. The page stays online; available alternatives from the same category are listed further down.

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