{"success":true,"database":"eegdash","data":{"_id":"69d3b322897a7725c66ff157","dataset_id":"ds005083","associated_paper_doi":null,"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":{"config_hash":"3557b68bca409f28","metadata_hash":"fade8ee3d36f3f4c","model":"openai/gpt-5.2","tagged_at":"2026-04-07T09:32:40.872789+00:00"},"tags":{"pathology":["Surgery"],"modality":["Unknown"],"type":["Clinical/Intervention"],"confidence":{"pathology":0.7,"modality":0.4,"type":0.8},"reasoning":{"few_shot_analysis":"Most similar few-shot by study context is the pediatric epilepsy HFO dataset (Epilepsy / Resting State or Sleep / Clinical/Intervention). It establishes the convention that clinical, non-task datasets collected for clinical evaluation/biomarker/safety purposes are labeled as Type=Clinical/Intervention, and that pediatric clinical cohorts should be labeled by the recruiting condition (e.g., Epilepsy) when explicitly stated. In the current dataset, the recruiting condition is not explicitly named as epilepsy, but an explicitly surgical cohort descriptor (“prior craniotomy” with SEEG) is present, which guides using Pathology=Surgery rather than inferring Epilepsy from typical SEEG use.","metadata_analysis":"Key metadata facts: (1) Title: \"Safety and Accuracy of Stereoelectroencephalography for Pediatric Patients with Prior Craniotomy\" (clinical methods/safety cohort; pediatric; prior surgery). (2) 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.\\\"\" (explicit SEEG/iEEG clinical procedure; analysis dataset rather than cognitive task). (3) README: \"All coordinates are recorded in the individual native post-operative CT imaging space.\" (post-operative surgical context). (4) Participants: \"Subjects: 61\" (clinical cohort size; no mention of task or stimulus). Tasks field lists non-task repository files (\".gitattributes\", \"CHANGES\", \"config\"), providing no evidence of an experimental paradigm/stimuli.","paper_abstract_analysis":"No useful paper information.","evidence_alignment_check":"Pathology: Metadata says pediatric SEEG patients with \"Prior Craniotomy\" (title) and \"post-operative CT\" space (readme), i.e., a surgery-related recruited cohort; few-shot patterns would suggest Epilepsy for SEEG only if epilepsy were explicitly stated (as in the pediatric epilepsy HFO example). ALIGNMENT: partial; both indicate a clinical cohort, but the specific diagnosis differs. Decision: choose Surgery because it is the explicit cohort-defining condition/procedure context in metadata; do not infer Epilepsy without explicit mention.\n\nModality: Metadata provides no explicit stimuli channel or task; tasks list does not describe any paradigm. Few-shot conventions: when there is a clear eyes-open/closed or passive recording stated, use Resting State; when absent, use Unknown. CONFLICT/UNCERTAINTY: insufficient metadata to assert Resting State. Decision: Unknown.\n\nType: Metadata focuses on \"Safety and Accuracy\" of SEEG in a pediatric post-craniotomy population and electrode coordinate accuracy in post-op CT space, indicating a clinical methods/outcomes study rather than cognition. Few-shot convention (e.g., dementia resting-state; pediatric epilepsy HFO) maps such clinical cohort/biomarker/safety datasets to Clinical/Intervention. ALIGNMENT: strong. Decision: Clinical/Intervention.","decision_summary":"Top-2 candidates per category:\n\nPathology:\n1) Surgery (selected) — Evidence: \"Pediatric Patients with Prior Craniotomy\" (title); \"post-operative CT imaging space\" (readme); SEEG/iEEG in a surgical context (readme).\n2) Epilepsy — Rationale: SEEG is commonly used for epilepsy evaluation, but this diagnosis is NOT explicitly stated in provided metadata.\nAlignment status: few-shot suggests labeling by explicit diagnosis when present; metadata here explicitly supports surgery context more than a named disorder. Confidence reflects explicit surgery wording but lack of explicit disease diagnosis.\n\nModality:\n1) Unknown (selected) — Evidence: no task/stimulus description; tasks list is repository files; readme discusses coordinates/CT space, not stimuli.\n2) Resting State — Possible if recordings were passive clinical monitoring, but not stated.\nAlignment status: insufficient evidence; choose Unknown per convention.\n\nType:\n1) Clinical/Intervention (selected) — Evidence: \"Safety and Accuracy\" framing (title); dataset \"used for analysis in the manuscript\" about SEEG safety/accuracy (readme); post-op CT coordinate context (readme).\n2) Other — would apply if it were purely technical without clinical focus, but the title/readme emphasize clinical safety/accuracy.\nAlignment status: aligns with few-shot clinical datasets being labeled Clinical/Intervention.\n\nConfidence notes (quotes/features): Pathology supported by 2+ explicit surgical-context phrases (title, post-operative CT) but diagnosis unspecified; Modality has no supporting quotes; Type supported by 2+ explicit clinical-purpose phrases (title, readme)."}},"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}]}}