Jin Ge • UCSF Profiles (original) (raw)

  1. Trajectory of compensated metabolic dysfunction-associated steatohepatitis in a tertiary center with a large hispanic/latino population. npj Gut and Liver. 2026; 9(3). Ayati A, Watanabe AH, Guillot J, Azzam S, Zhang X, Chaudhri E, Vendetti M, Fernandes G, Rudrapatna VA, Ge J. . View Publication.
  2. Assessing the associations between immunosuppressant use and COVID-19 severity in patients with autoimmune hepatitis. World J Hepatol. 2026 Feb 27; 18(2):114481. Rai K, Lindquist KJ, Kornak J, Ge J. PMID: 41809469; PMCID: PMC12968662.
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  3. Patients who underwent TIPS face increases in hernia incarceration rates compared to patients managed with paracentesis: An analysis of prevalence and risk factors. Liver Transpl. 2025 Dec 26. Vissa A, Far AT, Lai JC, Mehta NJ, Kolli KP, Ge J. PMID: 41452149; PMCID: PMC12832089.
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  4. A large language model-based approach to quantifying the effects of social determinants in liver transplant decisions. NPJ Digit Med. 2025 Nov 17; 8(1):665. Robitschek E, Bastani A, Horwath K, Sordean S, Pletcher MJ, Lai JC, Galletta S, Ash E, Ge J, Chen IY. PMID: 41249463; PMCID: PMC12623799.
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  5. Large Language Models can Identify the Presence of MASH and Extract VCTE Measurements from Unstructured Documentation. Dig Dis Sci. 2025 Nov 08. Far AT, Ayati A, Guillot J, Azzam S, Rudrapatna VA, Ge J. PMID: 41206385.
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  6. Trends and recipient outcomes in multiorgan transplantation in the United States 2013-2023. Am J Transplant. 2026 Jan; 26(1):151-159. Lai M, Verna EC, Kato T, McCulloch CE, Feng S, Lai JC, Ge J, Cullaro G. PMID: 40939821; PMCID: PMC12935028.
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    Translation:Humans
  7. Clinical Sentiment Analysis by Large Language Models Enhances Prediction of Hepatorenal Syndrome. Gastro Hep Adv. 2025; 4(10):100797. Lai M, Fenton C, Rubin J, Huang CY, Pletcher M, Lai JC, Cullaro G, Ge J. PMID: 41142522; PMCID: PMC12547914.
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  8. Tumor burden and frailty: No association in liver transplantation candidates with hepatocellular carcinoma. Liver Transpl. 2026 Mar 01; 32(3):339-345. Jutras G, Far A, Wang M, Li M, Ge J, Lai JC. PMID: 40833347; PMCID: PMC12799330.
    View in: PubMed Mentions: 1 Fields:
    Translation:Humans
  9. Generative AI in hepatology: Transforming multimodal patient-generated data into actionable insights. Hepatol Commun. 2025 Aug 01; 9(8). Lai M, Chen IY, Lai JC, Ge J. PMID: 40658800; PMCID: PMC12263055.
    View in: PubMed Mentions: 1 Fields:
    Translation:Humans
  10. Expert-augmented machine learning for predicting extubation readiness in the pediatric intensive care unit. BMC Med Inform Decis Mak. 2025 Jul 01; 25(1):232. Digitale J, Franzon D, Ge J, McCulloch C, Pletcher MJ, Gennatas ED. PMID: 40597185; PMCID: PMC12220236.
    View in: PubMed Mentions: 1 Fields:
    Translation:Humans
  11. Risk Prediction in Patients With Metabolic Dysfunction-Associated Steatohepatitis Using Natural Language Processing. Gastro Hep Adv. 2025; 4(9):100701. Guillot J, Williams CYK, Azzam S, Bhasuran B, Fernandes G, Ru B, Yang J, Zhang X, Shankar RR, Ge J, Rudrapatna VA. PMID: 40688387; PMCID: PMC12271788.
    View in: PubMed Mentions: 1
  12. Characterizing practice variations in the care of hospitalized patients with cirrhosis across the University of California Health. Liver Transpl. 2026 Mar 01; 32(3):346-356. Ge J, Lee A, Gologorskaya O, Far AT, Bastani A, Huang CY, Pletcher MJ, Lai JC. PMID: 40277433; PMCID: PMC12353353.
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    Translation:Humans
  13. PRO AI: AI-augmented allocation is in our future-We should invest the necessary resources today. Liver Transpl. 2025 Oct 01; 31(10):1303-1306. Ge J. PMID: 40257299; PMCID: PMC12353088.
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  14. Evaluating the positive predictive value of code-based identification of cirrhosis and its complications utilizing GPT-4. Hepatology. 2025 Jun 01; 81(6):1753-1763. Far AT, Bastani A, Lee A, Gologorskaya O, Huang CY, Pletcher MJ, Lai JC, Ge J. PMID: 39378414; PMCID: PMC11975717.
    View in: PubMed Mentions: 4 Fields:
    Translation:Humans
  15. Decreasing Case Fatality Rates for Patients With Cirrhosis Infected With SARS-CoV-2: A National COVID Cohort Collaborative Study. Clin Gastroenterol Hepatol. 2025 Mar; 23(4):591-601.e2. Ge J, Far AT, Digitale JC, Pletcher MJ, Lai JC, National COVID Cohort Collaborative (N3C) Consortium. PMID: 39181420; PMCID: PMC11917370.
    View in: PubMed Mentions: 1 Fields:
    Translation:HumansCells
  16. Risk factors for severe outcomes of coronavirus disease 2019 through the waves of the pandemic: Comparing patients with and without solid organ transplantation. Transpl Infect Dis. 2024 Oct; 26(5):e14333. Lee SB, Dai R, French E, Anzalone JA, Olex AL, Ge J, Schissel M, Agarwal G, Vinson A, Madhira V, Mannon RB, N3C Consortium. PMID: 38980969; PMCID: PMC11502248.
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    Translation:HumansCellsPHPublic Health
  17. Common definitions and variables are needed for the United States to join the conversation on acute-on-chronic liver failure. Am J Transplant. 2024 Oct; 24(10):1755-1760. Ge J, Kim WR, Kwong AJ. PMID: 38977243; PMCID: PMC11439574.
    View in: PubMed Mentions: 3 Fields:
    Translation:Humans
  18. Reply: Refining retrieval and chunking strategies for enhanced clinical reliability of large language models in liver disease. Hepatology. 2024 Nov 01; 80(5):E69-E70. Ge J, Sun S, Owens J, Galvez V, Gologorskaya O, Lai JC, Pletcher MJ, Lai K. PMID: 38935858.
    View in: PubMed Mentions: 1 Fields:
  19. The association between mean arterial pressure and acute kidney injury reversal among patients with decompensated cirrhosis. Hepatology. 2025 Jan 01; 81(1):126-135. Cullaro G, Allegretti AS, Fenton C, Ge J, Patidar KR, Rubin J, Sharma A, Lai JC. PMID: 38537129; PMCID: PMC11427603.
    View in: PubMed Mentions: 1 Fields:
    Translation:Humans
  20. Outpatient mean arterial pressure: A potentially modifiable risk for acute kidney injury and death among patients with cirrhosis. Liver Transpl. 2024 07 01; 30(7):679-688. Cullaro G, Chiou SH, Fenton C, Ge J, McCulloch CE, Rubin J, Shui AM, Yao F, Lai JC. PMID: 38535488; PMCID: PMC11792088.
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    Translation:Humans
  21. Prompt Engineering for Generative Artificial Intelligence in Gastroenterology and Hepatology. Am J Gastroenterol. 2024 Sep 01; 119(9):1709-1713. Ge J, Chen IY, Pletcher MJ, Lai JC. PMID: 38294157; PMCID: PMC11413230.
    View in: PubMed Mentions: 4 Fields:
  22. Development of a liver disease-specific large language model chat interface using retrieval-augmented generation. Hepatology. 2024 Nov 01; 80(5):1158-1168. Ge J, Sun S, Owens J, Galvez V, Gologorskaya O, Lai JC, Pletcher MJ, Lai K. PMID: 38451962; PMCID: PMC11706764.
    View in: PubMed Mentions: 56 Fields:
    Translation:Humans
  23. Applying human-centered design to the construction of a cirrhosis management clinical decision support system. Hepatol Commun. 2024 03 01; 8(3). Ge J, Buenaventura A, Berrean B, Purvis J, Fontil V, Lai JC, Pletcher MJ. PMID: 38407255; PMCID: PMC10898661.
    View in: PubMed Mentions: 1 Fields:
    Translation:Humans
  24. A Comparison of a Large Language Model vs Manual Chart Review for the Extraction of Data Elements From the Electronic Health Record. Gastroenterology. 2024 04; 166(4):707-709.e3. Ge J, Li M, Delk MB, Lai JC. PMID: 38151192; PMCID: PMC11792087.
    View in: PubMed Mentions: 37 Fields:
    Translation:Humans
  25. Association between neighborhood-based material deprivation and liver transplant waitlist registrants demographics and mortality. Clin Transplant. 2024 01; 38(1):e15189. Cullaro G, Ge J, Lee BP, Lai JC, Wadhwani SI. PMID: 37937349; PMCID: PMC10842435.
    View in: PubMed Mentions: 1 Fields:
    Translation:Humans
  26. Combined heart liver transplantation in the patients with advanced liver disease and/or hepatocellular carcinoma: Why cannot liver pull the heart? Am J Transplant. 2024 Mar; 24(3):503-505. Shingina A, Bansal N, Cedars A, Chen S, Daugherty T, Emamaullee J, Ganger D, Ge J, Heller T, Hughes D, Kay J, Ortega Legaspi J, Menachem J, Montenovo M, Sack J, Reardon L, Schiano T, Simpson K, Teuteberg J, Tompkins R, Vodkin I, Wu F, Lui G, Zaidi AN, Kappus M, Hilscher M. PMID: 37839708.
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    Translation:Humans
  27. Associations between COVID-19 therapies and inpatient gastrointestinal bleeding: A multisite retrospective study. J Med Virol. 2023 10; 95(10):e29100. Wiedel NA, Sayles H, Larson J, Wardian JL, Hewlett A, McClay J, Ge J, Anzalone AJ, N3C consortium. PMID: 37786247; PMCID: PMC11091798.
    View in: PubMed Mentions: 1 Fields:
    Translation:Humans
  28. Nonselective beta-blockers may lead to stage 2 acute kidney injury and waitlist mortality in child class C cirrhosis. Hepatol Commun. 2023 10 01; 7(10). Lai M, Fenton C, Ge J, Rubin J, Lai JC, Cullaro G. PMID: 37756037; PMCID: PMC10531476.
    View in: PubMed Mentions: 1 Fields:
    Translation:Humans
  29. Predicting post-liver transplant outcomes in patients with acute-on-chronic liver failure using Expert-Augmented Machine Learning. Am J Transplant. 2023 12; 23(12):1908-1921. Ge J, Digitale JC, Fenton C, McCulloch CE, Lai JC, Pletcher MJ, Gennatas ED. PMID: 37652176; PMCID: PMC11018271.
    View in: PubMed Mentions: 7 Fields:
    Translation:Humans
  30. Clinical decision support and electronic interventions to improve care quality in chronic liver diseases and cirrhosis. Hepatology. 2025 Apr 01; 81(4):1353-1364. Ge J, Fontil V, Ackerman S, Pletcher MJ, Lai JC. PMID: 37611253; PMCID: PMC10998693.
    View in: PubMed Mentions: 5 Fields:
    Translation:Humans
  31. Reply: What is the actual role of decompensated cirrhosis in the breakthrough SARS-CoV-2 infection? Hepatology. 2023 10 01; 78(4):E78-E79. Ge J, Digitale JC, Pletcher MJ, Lai JC. PMID: 37459558.
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    Translation:HumansCellsPHPublic Health
  32. Clinical Characteristics Associated With Posttransplant Survival Among Adults 70 Years Old or Older Undergoing Liver Transplantation. J Clin Gastroenterol. 2024 May-Jun 01; 58(5):516-521. Wang M, Ge J, Ha N, Shui AM, Huang CY, Cullaro G, Lai JC. PMID: 37279205; PMCID: PMC10700658.
    View in: PubMed Mentions: 5 Fields:
    Translation:Humans
  33. Change in Platelet Count after Transjugular Intrahepatic Portosystemic Shunt Creation: An Advancing Liver Therapeutic Approaches (ALTA) Group Study. J Vasc Interv Radiol. 2023 08; 34(8):1364-1371. Wong RJ, Ge J, Boike J, German M, Morelli G, Spengler E, Said A, Desai A, Couri T, Paul S, Frenette C, Verna EC, Goel A, Fallon M, Thornburg B, VanWagner L, Lai JC, Kolli KP. PMID: 37100199; PMCID: PMC10998695.
    View in: PubMed Mentions: 1 Fields:
    Translation:Humans
  34. Artificial intelligence-based text generators in hepatology: ChatGPT is just the beginning. Hepatol Commun. 2023 04 01; 7(4). Ge J, Lai JC. PMID: 36972383; PMCID: PMC10043591.
    View in: PubMed Mentions: 24 Fields:
    Translation:Humans
  35. Breakthrough SARS-CoV-2 infection outcomes in vaccinated patients with chronic liver disease and cirrhosis: A National COVID Cohort Collaborative study. Hepatology. 2023 03 01; 77(3):834-850. Ge J, Digitale JC, Pletcher MJ, Lai JC, N3C Consortium. PMID: 36799617; PMCID: PMC9538384.
    View in: PubMed Mentions: 10 Fields:
    Translation:HumansCellsPHPublic Health
  36. Response to: "Towards optimally replacing the current version of MELD". J Hepatol. 2023 03; 78(3):e100-e101. Ge J, Kim WR, Lai JC, Kwong AJ. PMID: 36402449.
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    Translation:Humans
  37. Novel approaches are needed to study social determinants of health in liver transplantation. Liver Transpl. 2023 03 01; 29(3):241-243. Ge J, Lai JC, Wadhwani SI. PMID: 35962612; PMCID: PMC10268038.
    View in: PubMed Mentions: 2 Fields:
    Translation:Humans
  38. "Beyond MELD" - Emerging strategies and technologies for improving mortality prediction, organ allocation and outcomes in liver transplantation. J Hepatol. 2022 06; 76(6):1318-1329. Ge J, Kim WR, Lai JC, Kwong AJ. PMID: 35589253; PMCID: PMC10286631.
    View in: PubMed Mentions: 27 Fields:
    Translation:Humans
  39. Racial/ethnic disparities in wait-list outcomes are only partly explained by socioeconomic deprivation among children awaiting liver transplantation. Hepatology. 2022 01; 75(1):115-124. Wadhwani SI, Ge J, Gottlieb L, Lyles C, Beck AF, Bucuvalas J, Neuhaus J, Kotagal U, Lai JC. PMID: 34387881; PMCID: PMC8934136.
    View in: PubMed Mentions: 14 Fields:
    Translation:Humans
  40. An Analysis of Free-Text Refusals as an Indicator of Readiness to Accept Organ Offers in Liver Transplantation. Hepatol Commun. 2022 05; 6(5):1227-1235. Ge J, Ku E, Roll GR, Lai JC. PMID: 34783178; PMCID: PMC9035557.
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    Translation:Humans
  41. Outcomes After TIPS for Ascites and Variceal Bleeding in a Contemporary Era-An ALTA Group Study. Am J Gastroenterol. 2021 10 01; 116(10):2079-2088. Boike JR, Mazumder NR, Kolli KP, Ge J, German M, Jest N, Morelli G, Spengler E, Said A, Lai JC, Desai AP, Couri T, Paul S, Frenette C, Verna EC, Rahim U, Goel A, Gregory D, Thornburg B, VanWagner LB, Advancing Liver Therapeutic Approaches (ALTA) Study Group. PMID: 34158464; PMCID: PMC8822954.
    View in: PubMed Mentions: 6 Fields:
    Translation:Humans
  42. Outcomes of SARS-CoV-2 Infection in Patients With Chronic Liver Disease and Cirrhosis: A National COVID Cohort Collaborative Study. Gastroenterology. 2021 11; 161(5):1487-1501.e5. Ge J, Pletcher MJ, Lai JC, N3C Consortium. PMID: 34284037; PMCID: PMC8286237.
    View in: PubMed Mentions: 71 Fields:
    Translation:HumansCells
  43. A Methodology to Generate Longitudinally Updated Acute-On-Chronic Liver Failure Prognostication Scores From Electronic Health Record Data. Hepatol Commun. 2021 Jun; 5(6):1069-1080. Ge J, Najafi N, Zhao W, Somsouk M, Fang M, Lai JC. PMID: 34141990; PMCID: PMC8183167.
    View in: PubMed Mentions: 4 Fields:
  44. Implementing a Height-Based Rule for the Allocation of Pediatric Donor Livers to Adults: A Liver Simulated Allocation Model Study. Liver Transpl. 2021 07; 27(7):1058-1060. Ge J, Wood N, Segev DL, Lai JC, Gentry S. PMID: 33459499; PMCID: PMC8273072.
    View in: PubMed Mentions: 6 Fields:
    Translation:Humans
  45. Nonalcoholic Fatty Liver Disease and Diabetes Mellitus Are Associated With Post-Transjugular Intrahepatic Portosystemic Shunt Renal Dysfunction: An Advancing Liver Therapeutic Approaches Group Study. Liver Transpl. 2021 02; 27(3):329-340. Ge J, Lai JC, Boike JR, German M, Jest N, Morelli G, Spengler E, Said A, Lee A, Hristov A, Desai AP, Junna S, Pokhrel B, Couri T, Paul S, Frenette C, Christian-Miller N, Laurito M, Verna EC, Rahim U, Goel A, Das A, Pine S, Gregory D, VanWagner LB, Kolli KP, Advancing Liver Therapeutic Approaches (ALTA) Study Group. PMID: 33217178; PMCID: PMC8053375.
    View in: PubMed Mentions: 8 Fields:
    Translation:Humans
  46. Identifying an Optimal Liver Frailty Index Cutoff to Predict Waitlist Mortality in Liver Transplant Candidates. Hepatology. 2021 03; 73(3):1132-1139. Kardashian A, Ge J, McCulloch CE, Kappus MR, Dunn MA, Duarte-Rojo A, Volk ML, Rahimi RS, Verna EC, Ganger DR, Ladner D, Dodge JL, Boyarsky B, McAdams-DeMarco M, Segev DL, Lai JC. PMID: 32491208; PMCID: PMC7710552.
    View in: PubMed Mentions: 41 Fields:
    Translation:Humans
  47. Provider Attitudes Toward Risk-Based Hepatocellular Carcinoma Surveillance in Patients With Cirrhosis in the United States. Clin Gastroenterol Hepatol. 2022 01; 20(1):183-193. Kim NJ, Rozenberg-Ben-Dror K, Jacob DA, Rich NE, Singal AG, Aby ES, Yang JD, Nguyen V, Pillai A, Fuchs M, Moon AM, Shroff H, Agarwal PD, Perumalswami P, Chandna S, Zhou K, Patel YA, Latt NL, Wong R, Duarte-Rojo A, Lindenmeyer CC, Frenette C, Ge J, Mehta N, Yao F, Benhammou JN, Bloom PP, Leise M, Kim HS, Levy C, Barnard A, Khalili M, Ioannou GN. PMID: 32927050; PMCID: PMC8657369.
    View in: PubMed Mentions: 17 Fields:
    Translation:Humans
  48. Women who undergo liver transplant have longer length of stay post-transplant compared with men. Liver Int. 2020 07; 40(7):1725-1735. Rubin JB, Cullaro G, Ge J, Lai JC. PMID: 32412164; PMCID: PMC7968877.
    View in: PubMed Mentions: 3 Fields:
    Translation:Humans
  49. Split liver transplantation is utilized infrequently and concentrated at few transplant centers in the United States. Am J Transplant. 2020 04; 20(4):1116-1124. Ge J, Perito ER, Bucuvalas J, Gilroy R, Hsu EK, Roberts JP, Lai JC. PMID: 31705730; PMCID: PMC7103556.
    View in: PubMed Mentions: 8 Fields:
    Translation:Humans
  50. Identifying a clinically relevant cutoff for height that is associated with a higher risk of waitlist mortality in liver transplant candidates. Am J Transplant. 2020 03; 20(3):852-854. Ge J, Lai JC. PMID: 31597006; PMCID: PMC7042034.
    View in: PubMed Mentions: 6 Fields:
    Translation:Humans
  51. Split-Liver Allocation: An Underused Opportunity to Expand Access to Liver Transplantation. Liver Transpl. 2019 05; 25(5):690-691. Ge J, Lai JC. PMID: 30920162.
    View in: PubMed Mentions: 4 Fields:
    Translation:Humans
  52. Deceased Pediatric Donor Livers: How Current Policy Drives Allocation and Transplantation. Hepatology. 2019 03; 69(3):1231-1241. Ge J, Hsu EK, Bucuvalas J, Lai JC. PMID: 30281806; PMCID: PMC6881175.
    View in: PubMed Mentions: 6 Fields:
    Translation:Humans
  53. Receipt of a pediatric liver offer as the first offer reduces waitlist mortality for adult women. Hepatology. 2018 09; 68(3):1101-1110. Ge J, Gilroy R, Lai JC. PMID: 29604217; PMCID: PMC6445636.
    View in: PubMed Mentions: 10 Fields:
    Translation:Humans
  54. A2 liver transplantation across the ABO barrier: Increasing options in the donor pool? Clin Liver Dis (Hoboken). 2017 Dec; 10(6):135-138. Ge J, Roberts JP, Lai JC. PMID: 30992773; PMCID: PMC6467123.
    View in: PubMed Mentions: 1
  55. Race/ethnicity is associated with ABO-nonidentical liver transplantation in the United States. Clin Transplant. 2017 08; 31(8). Ge J, Roberts JP, Lai JC. PMID: 28517242; PMCID: PMC5936636.
    View in: PubMed Mentions: 5 Fields:
    Translation:Humans
  56. A Patient With Hypertrophic Cardiomyopathy Presenting in Cardiac Arrest. JAMA Intern Med. 2017 04 01; 177(4):573-574. Ge J, Goldschlager N. PMID: 28166323.
    View in: PubMed Mentions: 1 Fields:
    Translation:Humans
  57. Alternating QRS Complex Morphologic Characteristics in a Man Presenting With Scrotal Edema. JAMA Intern Med. 2017 01 01; 177(1):120-122. Ge J, Groh C, Goldschlager N. PMID: 27893890.
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    Translation:Humans
  58. Pemetrexed-induced radiation recall dermatitis in a patient with lung adenocarcinoma: case report and literature review. J Thorac Dis. 2016 Dec; 8(12):E1589-E1593. Ge J, Verma V, Hollander A, Langer C, Simone CB. PMID: 28149588; PMCID: PMC5227242.
    View in: PubMed Mentions: 4
  59. Role of PET/CT in Evaluating for Occult Gram-Positive Bacteremia. J Gen Intern Med. 2017 04; 32(4):485. Ge J, Kiet T. PMID: 27798783; PMCID: PMC5377879.
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    Translation:Humans
  60. Patient-physician communication about complementary and alternative medicine in a radiation oncology setting. Int J Radiat Oncol Biol Phys. 2013 Jan 01; 85(1):e1-6. Ge J, Fishman J, Vapiwala N, Li SQ, Desai K, Xie SX, Mao JJ. PMID: 23040545; PMCID: PMC3677204.
    View in: PubMed Mentions: 19 Fields:
    Translation:Humans

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