Literature DB >> 23304302

Hedging their mets: the use of uncertainty terms in clinical documents and its potential implications when sharing the documents with patients.

David A Hanauer1, Yang Liu, Qiaozhu Mei, Frank J Manion, Ulysses J Balis, Kai Zheng.   

Abstract

In this study, we quantified the use of uncertainty expressions, referred to as 'hedge' phrases, among a corpus of 100,000 clinical documents retrieved from our institution's electronic health record system. The frequency of each hedge phrase appearing in the corpus was characterized across document types and clinical departments. We also used a natural language processing tool to identify clinical concepts that were spatially, and potentially semantically, associated with the hedge phrases identified. The objective was to delineate the prevalence of hedge phrase usage in clinical documentation which may have a profound impact on patient care and provider-patient communication, and may become a source of unintended consequences when such documents are made directly accessible to patients via patient portals.

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Year:  2012        PMID: 23304302      PMCID: PMC3540426     

Source DB:  PubMed          Journal:  AMIA Annu Symp Proc        ISSN: 1559-4076


  44 in total

1.  Communication of doubt and certainty in radiological reports.

Authors:  J L Hobby; B D Tom; C Todd; P W Bearcroft; A K Dixon
Journal:  Br J Radiol       Date:  2000-09       Impact factor: 3.039

2.  Effective mapping of biomedical text to the UMLS Metathesaurus: the MetaMap program.

Authors:  A R Aronson
Journal:  Proc AMIA Symp       Date:  2001

3.  Voice-dictated versus typed-in clinician notes: linguistic properties and the potential implications on natural language processing.

Authors:  Kai Zheng; Qiaozhu Mei; Lei Yang; Frank J Manion; Ulysses J Balis; David A Hanauer
Journal:  AMIA Annu Symp Proc       Date:  2011-10-22

4.  The value of medical uncertainty?

Authors:  Caroline Wellbery
Journal:  Lancet       Date:  2010-05-15       Impact factor: 79.321

5.  Open notes: doctors and patients signing on.

Authors:  Tom Delbanco; Jan Walker; Jonathan D Darer; Joann G Elmore; Henry J Feldman; Suzanne G Leveille; James D Ralston; Stephen E Ross; Elisabeth Vodicka; Valerie D Weber
Journal:  Ann Intern Med       Date:  2010-07-20       Impact factor: 25.391

6.  Limitations in the use of qualitative terms to inform diagnoses.

Authors:  Murilo Foppa; Bruno Schneider de Araujo; Adriana Macari; Roberta Reichert; Jose Roberto Goldim
Journal:  Arch Intern Med       Date:  2011-07-25

7.  Doctors expressions of uncertainty and patient confidence.

Authors:  Jane Ogden; Kaz Fuks; Mary Gardner; Steve Johnson; Malcolm McLean; Pam Martin; Reena Shah
Journal:  Patient Educ Couns       Date:  2002 Oct -Nov

8.  Detecting hedge cues and their scope in biomedical text with conditional random fields.

Authors:  Shashank Agarwal; Hong Yu
Journal:  J Biomed Inform       Date:  2010-08-13       Impact factor: 6.317

9.  Uncertainty and patients' preferred role in decision making.

Authors:  Liana Fraenkel
Journal:  Patient Educ Couns       Date:  2010-03-21

10.  Negotiating the diagnostic uncertainty of contested illnesses: physician practices and paradigms.

Authors:  Debra A Swoboda
Journal:  Health (London)       Date:  2008-10
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  15 in total

1.  Using Electronic Health Records To Generate Phenotypes For Research.

Authors:  Sarah A Pendergrass; Dana C Crawford
Journal:  Curr Protoc Hum Genet       Date:  2018-12-05

2.  Supporting information retrieval from electronic health records: A report of University of Michigan's nine-year experience in developing and using the Electronic Medical Record Search Engine (EMERSE).

Authors:  David A Hanauer; Qiaozhu Mei; James Law; Ritu Khanna; Kai Zheng
Journal:  J Biomed Inform       Date:  2015-05-13       Impact factor: 6.317

3.  Electronic Health Record (EHR) Abstraction.

Authors:  Amal A Alzu'bi; Valerie J M Watzlaf; Patty Sheridan
Journal:  Perspect Health Inf Manag       Date:  2021-03-15

4.  Speculation detection for Chinese clinical notes: Impacts of word segmentation and embedding models.

Authors:  Shaodian Zhang; Tian Kang; Xingting Zhang; Dong Wen; Noémie Elhadad; Jianbo Lei
Journal:  J Biomed Inform       Date:  2016-02-26       Impact factor: 6.317

5.  Location bias of identifiers in clinical narratives.

Authors:  David A Hanauer; Qiaozhu Mei; Bradley Malin; Kai Zheng
Journal:  AMIA Annu Symp Proc       Date:  2013-11-16

6.  Applying MetaMap to Medline for identifying novel associations in a large clinical dataset: a feasibility analysis.

Authors:  David A Hanauer; Mohammed Saeed; Kai Zheng; Qiaozhu Mei; Kerby Shedden; Alan R Aronson; Naren Ramakrishnan
Journal:  J Am Med Inform Assoc       Date:  2014-06-13       Impact factor: 4.497

Review 7.  Quantitative Analysis of Uncertainty in Medical Reporting: Creating a Standardized and Objective Methodology.

Authors:  Bruce I Reiner
Journal:  J Digit Imaging       Date:  2018-04       Impact factor: 4.056

8.  Toward Understanding Clinical Context of Medication Change Events in Clinical Narratives.

Authors:  Diwakar Mahajan; Jennifer J Liang; Ching-Huei Tsou
Journal:  AMIA Annu Symp Proc       Date:  2022-02-21

9.  Between Always and Never: Evaluating Uncertainty in Radiology Reports Using Natural Language Processing.

Authors:  Andrew L Callen; Sara M Dupont; Adi Price; Ben Laguna; David McCoy; Bao Do; Jason Talbott; Marc Kohli; Jared Narvid
Journal:  J Digit Imaging       Date:  2020-08-19       Impact factor: 4.056

10.  Defining and Measuring Diagnostic Uncertainty in Medicine: A Systematic Review.

Authors:  Viraj Bhise; Suja S Rajan; Dean F Sittig; Robert O Morgan; Pooja Chaudhary; Hardeep Singh
Journal:  J Gen Intern Med       Date:  2017-09-21       Impact factor: 5.128

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