{"success":true,"database":"eegdash","data":{"_id":"6953f4249276ef1ee07a3396","dataset_id":"ds004852","associated_paper_doi":null,"authors":["Tony Johnson","Stephen Gordon","Jon Touryan","Kevin King"],"bids_version":"1.8.0","contact_info":null,"contributing_labs":null,"data_processed":false,"dataset_doi":"doi:10.18112/openneuro.ds004852.v1.0.0","datatypes":["eeg"],"demographics":{"subjects_count":1,"ages":[],"age_min":null,"age_max":null,"age_mean":null,"species":null,"sex_distribution":null,"handedness_distribution":null},"experimental_modalities":null,"external_links":{"source_url":"https://openneuro.org/datasets/ds004852","osf_url":null,"github_url":null,"paper_url":null},"funding":[],"ingestion_fingerprint":"171fd2ee2a0b0b28063556527071531913d8c43b5ef470e370a0d5bae405d742","license":"CC0","n_contributing_labs":null,"name":"InsurgentCivilian","readme":"InsurgentCivilian dataset\nThis is a placeholder dataset.","recording_modality":["eeg"],"senior_author":null,"sessions":[],"size_bytes":83153585,"source":"openneuro","study_design":null,"study_domain":null,"tasks":["nback"],"timestamps":{"digested_at":"2026-05-31T16:16:15.889974+00:00","dataset_created_at":null,"dataset_modified_at":null},"total_files":1,"storage":{"backend":"s3","base":"s3://openneuro.org/ds004852","raw_key":"dataset_description.json","dep_keys":["CHANGES","README","participants.tsv","task-nback_events.json"]},"tagger_meta":{"model":"openai/gpt-4o","tagged_at":"2026-06-10T08:19:41Z","source":"eegdash-llm-tagger"},"tags":{"pathology":["Healthy"],"modality":["Unknown"],"type":["Memory"],"confidence":{"pathology":0.7,"modality":0.6,"type":0.8},"reasoning":{"few_shot_analysis":"The most similar example in the few-shot datasets is the one with title 'Cross-modal Oddball Task.' Although this example involves a different task ('oddball') rather than 'n-back', it provides insight into classifying based on task type when the exact cognitive task focus is another domain such as working memory. The 'n-back' task is a standard working memory task similar in purpose to the digit span task in the 'EEG, pupillometry, ECG' dataset, which was classified under 'Memory'. Thus, for 'InsurgentCivilian', the most relevant aspect to classify the 'Type' is its usage in working memory research.","metadata_analysis":"The metadata for the dataset titled 'InsurgentCivilian' includes very limited contextual information: 'Name: InsurgentCivilian' and a list of authors 'Tony Johnson, Stephen Gordon, Jon Touryan, Kevin King.' The task involved is 'nback', a common task used to evaluate working memory and cognitive load. The metadata lacks explicit details on the specific population or stimuli used.","paper_abstract_analysis":"No useful paper information.","evidence_alignment_check":"1. Pathology: Metadata does not specify any clinical condition, aligning with the default classification of 'Healthy' if not differently specified, conforming to several examples where specific conditions are absent.\n   2. Modality: No explicit stimuli details are given in the dataset metadata, hence judging from the norm, a standard n-back task does not typically focus on sensory specific modality, so 'Unknown' is appropriate.\n   3. Type: The n-back task is a classic working memory task, suggesting an alignment with 'Memory' for type classification, confirmed by its inclusion in previous examples with similar tasks.","decision_summary":"Pathology: Top-2 candidates were 'Healthy' due to absence of any pathology-related information in the metadata, confirmed alignment with it being a common control condition in studies without specific pathologies. Modality: With no specific sensory modality indicated, the selection defaults to 'Unknown'. Type: The use of the n-back task within the dataset suggests a primary cognitive focus on 'Memory', aligning with conventional task attributions. Pathology: Healthy (0.7 confidence), Modality: Unknown (0.6 confidence), Type: Memory (0.8 confidence)."}},"nemar_citation_count":0,"computed_title":"InsurgentCivilian","nchans_counts":[{"val":64,"count":1}],"sfreq_counts":[{"val":128.0,"count":1}],"stats_computed_at":"2026-05-31T19:34:32.600075+00:00","total_duration_s":1926.1796875,"canonical_name":null,"name_confidence":0.22,"name_meta":{"suggested_at":"2026-04-14T10:18:35.343Z","model":"openai/gpt-5.2 + openai/gpt-5.4-mini + deterministic_fallback"},"name_source":"author_year","author_year":"Johnson2023_InsurgentCivilian","bad_channels_info":null,"references_and_links":[""]}}