Enhancing substance use detection in clinical notes with large language models.
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| Title: | Enhancing substance use detection in clinical notes with large language models. |
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| Authors: | Harel-Canada F; Computer Science Department, University of California, Los Angeles, 404 Westwood Plaza Suite 277, Los Angeles, 90095, CA, USA. Electronic address: fabricehc@cs.ucla.edu., Salimian A; Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, 760 Westwood Plaza, Los Angeles, 90024, CA, USA., Moghanian B; University of California, Los Angeles, 200 Medical Plaza Suite 365C, Los Angeles, 90024, CA, USA., Clingan S; Integrated Substance Abuse Programs, University of California, Los Angeles, 10911 Weyburn Ave, Ste. 200, Los Angeles, 90024, CA, USA., Nguyen A; University of California, Los Angeles, 200 Medical Plaza Suite 365C, Los Angeles, 90024, CA, USA., Avra T; David Geffen School of Medicine, University of California, Los Angeles, 10833 Le Conte Ave, Los Angeles, 90095, CA, USA., Poimboeuf M; Division of General Internal Medicine and Health Services Research, University of California, Los Angeles, 1100 Glendon Ave STE 850, Los Angeles, 90024, CA, USA., Romero R; Division of General Internal Medicine and Health Services Research, University of California, Los Angeles, 1100 Glendon Ave STE 850, Los Angeles, 90024, CA, USA., Funnell A; Clinical and Translational Science Institute, University of California, Los Angeles, 924 Westwood Blvd Suite 420, Los Angeles, 90024, CA, USA., Petousis P; Clinical and Translational Science Institute, University of California, Los Angeles, 924 Westwood Blvd Suite 420, Los Angeles, 90024, CA, USA., Shin M; Department of Geography, University of California, Los Angeles, 1255 Bunche Hall, Los Angeles, 90095, CA, USA., Peng N; Computer Science Department, University of California, Los Angeles, 404 Westwood Plaza Suite 277, Los Angeles, 90095, CA, USA., Shover CL; Division of General Internal Medicine and Health Services Research, University of California, Los Angeles, 1100 Glendon Ave STE 850, Los Angeles, 90024, CA, USA., Goodman-Meza D; Kirby Institute, University of New South Wales, Wallace Wurth Building (C27), Cnr High St & Botany St, UNSW, Sydney, 2052, NSW, Australia. |
| Source: | Drug and alcohol dependence [Drug Alcohol Depend] 2025 Sep 30; Vol. 276, pp. 112888. Date of Electronic Publication: 2025 Sep 30. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Elsevier Country of Publication: Ireland NLM ID: 7513587 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0046 (Electronic) Linking ISSN: 03768716 NLM ISO Abbreviation: Drug Alcohol Depend Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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