{"success":true,"database":"eegdash","data":{"_id":"69d3b322897a7725c66ff157","dataset_id":"ds005083","associated_paper_doi":"10.3171/2024.6.peds24198","authors":["Peter H Yang","Nathan Wulfekammer","Amanda V. Jenson","Elliot Neal","Stuart Tomko","John Zempel","Peter Brunner","Sean D McEvoy","Matthew D Smyth","Jarod L Roland"],"bids_version":null,"contact_info":null,"contributing_labs":null,"data_processed":null,"dataset_doi":"doi:10.18112/openneuro.ds005083.v1.0.0","datatypes":["eeg","ieeg"],"demographics":{"subjects_count":61,"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/ds005083/versions/1.0.0","osf_url":null,"github_url":null,"paper_url":null},"funding":[],"ingestion_fingerprint":"1da9b1cf3aa091dccd5d8cd3de4de92fe55703733cf3f5678d0d67e37f383bcb","license":"CC0","n_contributing_labs":null,"name":"Safety and Accuracy of Stereoelectroencephalography for Pediatric Patients with Prior Craniotomy","readme":"BIDS iEEG dataset for the SEEG electrode data used for analysis in the manuscript title \"Safety and Accuracy of Stereoelectroencephalography for Pediatric Patients with Prior Craniotomy.\"\nAll coordinates are recorded in the individual native post-operative CT imaging space. There was no alignment to other imaging modalities or standardized atlases.\n","recording_modality":["ieeg"],"senior_author":null,"sessions":["01","02"],"size_bytes":288430,"source":"openneuro","storage":null,"study_design":null,"study_domain":"","tasks":[".gitattributes","CHANGES","config"],"timestamps":{"digested_at":"2026-04-06T13:07:27.199478+00:00","dataset_created_at":null,"dataset_modified_at":null},"total_files":1357,"tagger_meta":{"model":"openai/gpt-4o","tagged_at":"2026-06-10T08:19:41Z","source":"eegdash-llm-tagger"},"tags":{"pathology":["Surgery"],"modality":["Resting State"],"type":["Clinical/Intervention"],"confidence":{"pathology":0.8,"modality":0.7,"type":0.8},"reasoning":{"few_shot_analysis":"The dataset involving 'pediatric patients with epilepsy' is similar due to its focus on clinical pathology and age group, although this dataset refers explicitly to safety and methodology in surgical contexts. Few-shot examples emphasize pathology categorization based on the explicit mention of clinical conditions, overriding broad categorization patterns. The Epilepsy dataset is relevant due to its use of EEG data to study clinical interventions in pediatric patients.","metadata_analysis":"The dataset title 'Safety and Accuracy of Stereoelectroencephalography for Pediatric Patients with Prior Craniotomy' explicitly mentions 'pediatric patients' and 'stereoelectroencephalography (SEEG),' suggesting a focus on a medical procedure for a specific age group. Further, SEEG suggests a need to address surgical accuracy within a clinical population, although the title does not specify a condition like epilepsy.","paper_abstract_analysis":"No paper abstract is provided. Thus, no further insights can be gathered from an abstract, and we rely strictly on the metadata content.","evidence_alignment_check":"1. Pathology: Metadata states 'pediatric patients with prior craniotomy' which suggests an interventional clinical context likely related to TBI or epilepsy. Few-shot examples show that explicit mention of pediatric patients with a medical focus should guide classification. 2. Modality: The dataset description indicates iEEG data without specifying stimulus-driven sensory input, aligned with a Resting State or Other classification due to its SEEG procedural focus. 3. Type: The title's focus on 'safety and accuracy' aligns with Clinical/Intervention, as few-shot examples suggest labeling clinical procedure investigations in this category.","decision_summary":"Top-2 candidates per category: Pathology: ['Surgery', 'Unknown'], Modality: ['Resting State', 'Unknown'], Type: ['Clinical/Intervention', 'Unknown']. The alignment suggests a strong case for classifying pathology based on the surgical/procedural focus, though without explicit disease context. Modality defaults to resting data due to procedural focus without sensory stimuli. Confidence rests on metadata's explicit mention of pediatric surgical context. Final choices reflect direct metadata evidence supported by few-shot patterns."}},"author_year":"Yang2024","size_human":"281.7 KB","nchans_counts":[{"val":105,"count":2},{"val":114,"count":2},{"val":150,"count":1},{"val":102,"count":1},{"val":99,"count":1},{"val":62,"count":1},{"val":98,"count":1},{"val":148,"count":1},{"val":166,"count":1},{"val":138,"count":1},{"val":124,"count":1},{"val":129,"count":1},{"val":61,"count":1},{"val":117,"count":1},{"val":83,"count":1},{"val":230,"count":1},{"val":144,"count":1},{"val":95,"count":1},{"val":100,"count":1},{"val":134,"count":1},{"val":132,"count":1},{"val":112,"count":1},{"val":73,"count":1},{"val":123,"count":1},{"val":93,"count":1},{"val":152,"count":1},{"val":65,"count":1},{"val":103,"count":1}],"associated_paper_meta":{"channel":"search","confidence":"high","author_overlap":10,"is_oa":false,"oa_status":"closed","source":"paper_resolver"}}}