{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,8]],"date-time":"2026-09-08T17:11:49Z","timestamp":1788887509693,"version":"build-2803163510"},"reference-count":74,"publisher":"Wiley","issue":"3","license":[{"start":{"date-parts":[[2025,11,26]],"date-time":"2025-11-26T00:00:00Z","timestamp":1764115200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"},{"start":{"date-parts":[[2025,11,26]],"date-time":"2025-11-26T00:00:00Z","timestamp":1764115200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Intl J Eating Disorders"],"published-print":{"date-parts":[[2026,3]]},"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                  <jats:sec>\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>Body dissatisfaction has been linked to negative and positive emotions. The validity of self\u2010report methods to assess emotions in individuals with eating disorders is limited, prompting a shift towards methods like natural language processing to analyze speech content. Using artificial intelligence, this study aimed to identify specific body\u2010related emotions elicited by looking at oneself in the mirror in individuals with eating disorders.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Method<\/jats:title>\n                    <jats:p>\n                      Women with anorexia nervosa (\n                      <jats:italic>n<\/jats:italic>\n                      \u2009=\u200924), women with bulimia nervosa (\n                      <jats:italic>n<\/jats:italic>\n                      \u2009=\u200936), and healthy women (\n                      <jats:italic>n<\/jats:italic>\n                      \u2009=\u200972) completed a three\u2010minute mirror exposure task, verbally expressing their body\u2010related emotions while viewing themselves in a three\u2010winged mirror wearing underwear.\n                      <jats:italic>N<\/jats:italic>\n                      \u2009=\u2009132 audio recordings were transcribed and analyzed using the\n                      <jats:italic>GermanEmotions<\/jats:italic>\n                      model (based on\n                      <jats:italic>RoBERTa<\/jats:italic>\n                      ) to identify 28 emotions. Univariate ANOVAs and post hoc tests were conducted to identify group differences in expressed emotions. Prediction of symptom severity was analyzed across groups.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      Compared to healthy women, those with anorexia and bulimia nervosa expressed anger, disappointment, disgust, embarrassment, fear, grief, nervousness, remorse, and sadness significantly more frequently (all\n                      <jats:italic>d<\/jats:italic>\n                      s\u2009=\u2009|0.53|\u2013|1.11|), and admiration, approval, joy, love, optimism, and pride significantly less frequently (all\n                      <jats:italic>d<\/jats:italic>\n                      s\u2009=\u2009|0.64|\u2013|1.12|). Disgust predicted higher eating disorder symptom severity across all groups (\n                      <jats:italic>p<\/jats:italic>\n                      \u2009&lt;\u20090.001).\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Discussion<\/jats:title>\n                    <jats:p>A distinct range of body\u2010related emotions differentiates women with anorexia and bulimia nervosa from healthy women. Elicited negative emotions, especially higher disgust, and diminished positive emotions suggest that body\u2010related interventions could benefit from fostering positive emotions instead of merely reducing negative emotions.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1111\/eat.70007","type":"journal-article","created":{"date-parts":[[2025,11,26]],"date-time":"2025-11-26T11:36:45Z","timestamp":1764157005000},"page":"546-559","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Negative and Positive Body\u2010Related Emotions Derived From Voice Recordings During a Mirror Task in Anorexia and Bulimia Nervosa: A Natural Language Processing Approach Using\n                    <scp>RoBERTa<\/scp>"],"prefix":"10.1111","volume":"59","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-2847-395X","authenticated-orcid":false,"given":"Linda Marie","family":"Sadowski","sequence":"first","affiliation":[{"name":"Institute of Psychology, Department of Clinical Psychology and Psychotherapy Osnabr\u00fcck University  Osnabr\u00fcck Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1793-3507","authenticated-orcid":false,"given":"Christopher","family":"Lalk","sequence":"additional","affiliation":[{"name":"Institute of Psychology, Department of Psychotherapy Research and Clinical Psychology Osnabr\u00fcck University  Osnabr\u00fcck Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9916-2469","authenticated-orcid":false,"given":"Vanessa","family":"Hofschr\u00f6er","sequence":"additional","affiliation":[{"name":"Institute of Psychology, Department of Clinical Psychology and Psychotherapy Osnabr\u00fcck University  Osnabr\u00fcck Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9911-6155","authenticated-orcid":false,"given":"Fanny Alexandra","family":"Dietel","sequence":"additional","affiliation":[{"name":"Institute of Psychology, Department of Clinical Psychology and Psychotherapy Osnabr\u00fcck University  Osnabr\u00fcck Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3457-7118","authenticated-orcid":false,"given":"Julia","family":"Tanck","sequence":"additional","affiliation":[{"name":"Institute of Psychology, Department of Clinical Psychology and Psychotherapy Osnabr\u00fcck University  Osnabr\u00fcck Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9625-6611","authenticated-orcid":false,"given":"Julian A.","family":"Rubel","sequence":"additional","affiliation":[{"name":"Institute of Psychology, Department of Psychotherapy Research and Clinical Psychology Osnabr\u00fcck University  Osnabr\u00fcck Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6251-3763","authenticated-orcid":false,"given":"Andrea S.","family":"Hartmann","sequence":"additional","affiliation":[{"name":"Department of Psychology, Workgroup of Clinical Psychology and Psychotherapy of Childhood and Adolescence University of Konstanz  Konstanz Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8498-9466","authenticated-orcid":false,"given":"Silja","family":"Vocks","sequence":"additional","affiliation":[{"name":"Institute of Psychology, Department of Clinical Psychology and Psychotherapy Osnabr\u00fcck University  Osnabr\u00fcck Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2025,11,26]]},"reference":[{"key":"e_1_2_10_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eatbeh.2012.09.002"},{"key":"e_1_2_10_3_1","doi-asserted-by":"publisher","DOI":"10.1177\/1359105314520814"},{"key":"e_1_2_10_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2021.3075638"},{"key":"e_1_2_10_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10802\u2010017\u20100263\u2010z"},{"key":"e_1_2_10_6_1","doi-asserted-by":"publisher","DOI":"10.1007\/s40519\u2010019\u201000744\u20102"},{"key":"e_1_2_10_7_1","doi-asserted-by":"publisher","DOI":"10.3390\/nu14091728"},{"key":"e_1_2_10_8_1","doi-asserted-by":"publisher","DOI":"10.1002\/erv.2529"},{"key":"e_1_2_10_9_1","doi-asserted-by":"crossref","unstructured":"Benitez\u2010Andrades J. 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