Raw JSON
{'hasResults': False, 'derivedSection': {'miscInfoModule': {'versionHolder': '2025-12-24'}, 'conditionBrowseModule': {'meshes': [{'id': 'D003863', 'term': 'Depression'}], 'ancestors': [{'id': 'D001526', 'term': 'Behavioral Symptoms'}, {'id': 'D001519', 'term': 'Behavior'}]}, 'interventionBrowseModule': {'meshes': [{'id': 'D003625', 'term': 'Data Collection'}], 'ancestors': [{'id': 'D004812', 'term': 'Epidemiologic Methods'}, {'id': 'D008919', 'term': 'Investigative Techniques'}, {'id': 'D017531', 'term': 'Health Care Evaluation Mechanisms'}, {'id': 'D011787', 'term': 'Quality of Health Care'}, {'id': 'D017530', 'term': 'Health Care Quality, Access, and Evaluation'}, {'id': 'D011634', 'term': 'Public Health'}, {'id': 'D004778', 'term': 'Environment and Public Health'}]}}, 'protocolSection': {'designModule': {'studyType': 'OBSERVATIONAL', 'designInfo': {'timePerspective': 'CROSS_SECTIONAL', 'observationalModel': 'ECOLOGIC_OR_COMMUNITY'}, 'enrollmentInfo': {'type': 'ESTIMATED', 'count': 2000}, 'patientRegistry': False}, 'statusModule': {'overallStatus': 'NOT_YET_RECRUITING', 'startDateStruct': {'date': '2025-09-01', 'type': 'ESTIMATED'}, 'expandedAccessInfo': {'hasExpandedAccess': False}, 'statusVerifiedDate': '2025-07', 'completionDateStruct': {'date': '2027-12-30', 'type': 'ESTIMATED'}, 'lastUpdateSubmitDate': '2025-08-07', 'studyFirstSubmitDate': '2025-07-17', 'studyFirstSubmitQcDate': '2025-08-05', 'lastUpdatePostDateStruct': {'date': '2025-08-11', 'type': 'ACTUAL'}, 'studyFirstPostDateStruct': {'date': '2025-08-08', 'type': 'ACTUAL'}, 'primaryCompletionDateStruct': {'date': '2026-09-01', 'type': 'ESTIMATED'}}, 'outcomesModule': {'primaryOutcomes': [{'measure': 'Use the PHQ-9 (Patient Health Questionnaire - 9 ) to assess whether the respondents have depressive symptoms. The scale score is one point for each item.', 'timeFrame': '2025.09.01-2026.09.01', 'description': 'If the PHQ-9 score is 5 or higher, it is determined as a positive sign of depressive symptoms.'}]}, 'oversightModule': {'oversightHasDmc': True}, 'conditionsModule': {'keywords': ['depression symptoms'], 'conditions': ['Depression']}, 'descriptionModule': {'briefSummary': 'Screening with depression scales alone is subjective, and relying on single-modal data often leads to incomplete identification of symptoms that are easily missed or misdiagnosed. In this study, we first aim to use artificial intelligence to construct a depression symptom recognition model, concatenate multimodal features such as facial expression, audio, text, and postural behavior, and deeply fuse them to construct a multimodal model.'}, 'eligibilityModule': {'sex': 'ALL', 'stdAges': ['ADULT', 'OLDER_ADULT'], 'maximumAge': '100 Years', 'minimumAge': '60 Years', 'samplingMethod': 'PROBABILITY_SAMPLE', 'studyPopulation': 'Elderly individuals aged 60 years or older', 'healthyVolunteers': True, 'eligibilityCriteria': 'Inclusion Criteria:\n\n* Elderly individuals aged 60 years or older.\n* Residents of the community (with residence time of more than 6 months).\n* Possessing certain reading, writing and comprehension skills, being able to communicate with researchers without obstacles, and being able to independently complete the measurement of various indicators or, although unable to independently fill out the questionnaire, being able to independently make evaluations of the questionnaire items.\n* Those who have given informed consent.\n\nExclusion Criteria:\n\n* Those who meet the diagnostic criteria for cognitive impairment (dementia) as stipulated in DSM-5, and/or who suffer from severe physical diseases (such as advanced cancer, cardiovascular and cerebrovascular diseases, etc.).\n* Those who are undergoing antidepressant treatment.\n* Elderly individuals who have had suicidal thoughts in any psychological assessment, should be referred to the psychological hotline platform in Wuhan.'}, 'identificationModule': {'nctId': 'NCT07112118', 'acronym': 'multimodal', 'briefTitle': 'Multimodal Identification of Depressive Symptoms in the Elderly', 'organization': {'class': 'OTHER', 'fullName': 'Wuhan Mental Health Centre'}, 'officialTitle': 'Multimodal Identification of Depressive Symptoms', 'orgStudyIdInfo': {'id': 'KY2025.0115.01'}, 'secondaryIdInfos': [{'id': '72404094', 'type': 'OTHER_GRANT', 'domain': 'National Natural Science Foundation of China'}]}, 'armsInterventionsModule': {'armGroups': [{'label': 'non-depression', 'description': 'Elderly people without depressive symptoms', 'interventionNames': ['Other: data collection']}, {'label': 'depression', 'description': 'Elderly people at risk of depression', 'interventionNames': ['Other: data collection']}], 'interventions': [{'name': 'data collection', 'type': 'OTHER', 'description': 'Collect the facial expressions, audio, text and postural behavior data of the respondents using electronic devices.', 'armGroupLabels': ['depression', 'non-depression']}]}, 'contactsLocationsModule': {'locations': [{'zip': '430012', 'city': 'Wuhan', 'state': 'Hubei', 'country': 'China', 'contacts': [{'name': 'Xiuxiu Zhou, PhD', 'role': 'CONTACT', 'email': 'xiuxiuzhou@hust.edu.cn', 'phone': '86+13545075638'}], 'facility': 'Wuhan Mental Health Center', 'geoPoint': {'lat': 30.58333, 'lon': 114.26667}}], 'centralContacts': [{'name': 'Xiuxiu Zhou, PhD', 'role': 'CONTACT', 'email': 'xiuxiuzhou@hust.edu.cn', 'phone': '86+13545075638'}], 'overallOfficials': [{'name': 'Xiaoxv Yin, PhD', 'role': 'STUDY_CHAIR', 'affiliation': 'Huazhong University of Science and Technology'}]}, 'ipdSharingStatementModule': {'ipdSharing': 'NO'}, 'sponsorCollaboratorsModule': {'leadSponsor': {'name': 'Wuhan Mental Health Centre', 'class': 'OTHER'}, 'responsibleParty': {'type': 'SPONSOR'}}}}