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A Neural Network Model Using Pain Score Patterns to Predict the Need for Outpatient Opioid Refills Following Ambulatory Surgery: Algorithm Development and Validation.

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Title: A Neural Network Model Using Pain Score Patterns to Predict the Need for Outpatient Opioid Refills Following Ambulatory Surgery: Algorithm Development and Validation.
Authors: Gabriel RA; Department of Anesthesiology, University of California San Diego, La Jolla, CA, United States., Simpson S; Department of Anesthesiology, University of California San Diego, La Jolla, CA, United States., Zhong W; Department of Anesthesiology, University of California San Diego, La Jolla, CA, United States., Burton BN; Department of Anesthesiology and Perioperative Medicine, University of California Los Angeles, Los Angeles, CA, United States., Mehdipour S; Department of Anesthesiology, University of California San Diego, La Jolla, CA, United States., Said ET; Department of Anesthesiology, University of California San Diego, La Jolla, CA, United States.
Source: JMIR perioperative medicine [JMIR Perioper Med] 2023 Feb 08; Vol. 6, pp. e40455. Date of Electronic Publication: 2023 Feb 08.
Publication Type: Journal Article
Journal Info: Publisher: JMIR Publications Inc Country of Publication: Canada NLM ID: 101771348 Publication Model: Electronic Cited Medium: Internet ISSN: 2561-9128 (Electronic) Linking ISSN: 25619128 NLM ISO Abbreviation: JMIR Perioper Med Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Gabriel+RA%22">Gabriel RA</searchLink>; Department of Anesthesiology, University of California San Diego, La Jolla, CA, United States.<br /><searchLink fieldCode="AU" term="%22Simpson+S%22">Simpson S</searchLink>; Department of Anesthesiology, University of California San Diego, La Jolla, CA, United States.<br /><searchLink fieldCode="AU" term="%22Zhong+W%22">Zhong W</searchLink>; Department of Anesthesiology, University of California San Diego, La Jolla, CA, United States.<br /><searchLink fieldCode="AU" term="%22Burton+BN%22">Burton BN</searchLink>; Department of Anesthesiology and Perioperative Medicine, University of California Los Angeles, Los Angeles, CA, United States.<br /><searchLink fieldCode="AU" term="%22Mehdipour+S%22">Mehdipour S</searchLink>; Department of Anesthesiology, University of California San Diego, La Jolla, CA, United States.<br /><searchLink fieldCode="AU" term="%22Said+ET%22">Said ET</searchLink>; Department of Anesthesiology, University of California San Diego, La Jolla, CA, United States.
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  Data: <searchLink fieldCode="JN" term="%22101771348%22">JMIR perioperative medicine</searchLink> [JMIR Perioper Med] 2023 Feb 08; Vol. 6, pp. e40455. <i>Date of Electronic Publication: </i>2023 Feb 08.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22JMIR+Publications+Inc%22">JMIR Publications Inc </searchLink><i>Country of Publication: </i>Canada <i>NLM ID: </i>101771348 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2561-9128 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2225619128%22">25619128 </searchLink><i>NLM ISO Abbreviation: </i>JMIR Perioper Med <i>Subsets: </i>PubMed not MEDLINE
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      – TitleFull: A Neural Network Model Using Pain Score Patterns to Predict the Need for Outpatient Opioid Refills Following Ambulatory Surgery: Algorithm Development and Validation.
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              Text: 2023 Feb 08
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