{"success":true,"database":"eegdash","data":{"_id":"6953f4249276ef1ee07a3414","dataset_id":"ds005776","associated_paper_doi":null,"authors":["Yücel, Meryem","Selb, Juliette","Aasted, Christopher","Petkov, Mihayl","Borsook, David","Boas, David","Becerra, Lino"],"bids_version":"1.7.1","contact_info":["MERYEM YUCEL"],"contributing_labs":null,"data_processed":true,"dataset_doi":"doi:10.18112/openneuro.ds005776.v1.0.1","datatypes":["fnirs"],"demographics":{"subjects_count":11,"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/ds005776","osf_url":null,"github_url":null,"paper_url":null},"funding":["NIH-NIGMS 1-R01-GM104986","NIH-NIGMS 1-R01-GM122405","The Mayday Fund, New York"],"ingestion_fingerprint":"cc4b169def18e71742419e6f28fd55e18ed6a4c40bb49cf554718dd3e9f1a982","license":"CC0","n_contributing_labs":null,"name":"Electrical_Thermal_FingerTapping_2015","readme":null,"recording_modality":["fnirs"],"senior_author":"Becerra, Lino","sessions":["1"],"size_bytes":1286928698,"source":"openneuro","study_design":null,"study_domain":null,"tasks":["Electrical","FingerTapping","Imagery","Resting","Thermal"],"timestamps":{"digested_at":"2026-04-22T12:28:43.950031+00:00","dataset_created_at":"2025-01-02T07:57:08.962Z","dataset_modified_at":"2025-07-09T17:05:22.000Z"},"total_files":46,"storage":{"backend":"s3","base":"s3://openneuro.org/ds005776","raw_key":"dataset_description.json","dep_keys":["CHANGES","participants.json","participants.tsv"]},"tagger_meta":{"config_hash":"3557b68bca409f28","metadata_hash":"95556bfedab588da","model":"openai/gpt-5.2","tagged_at":"2026-04-07T09:32:40.872789+00:00"},"tags":{"pathology":["Healthy"],"modality":["Tactile"],"type":["Motor"],"confidence":{"pathology":0.6,"modality":0.7,"type":0.6},"reasoning":{"few_shot_analysis":"Closest few-shot conventions: (1) 'EEG Motor Movement/Imagery Dataset' is labeled Modality=Visual and Type=Motor because the paradigm focus is movement execution/imagery; this guides mapping 'FingerTapping' and 'Imagery' to Type=Motor here. (2) 'Braille letters - EEG' is labeled Modality=Tactile due to somatosensory stimulation under the fingers; this guides mapping 'Electrical' and 'Thermal' stimulation to Modality=Tactile here. No few-shot example suggests a specific pathology when only subject count is provided, so defaulting to Healthy follows the general convention used in the examples when no diagnosis is stated.","metadata_analysis":"Key metadata facts available are sparse. Relevant snippets: (1) Title indicates combined paradigms: \"Electrical_Thermal_FingerTapping_2015\". (2) Task list explicitly includes multiple conditions: \"tasks\": [\"Electrical\", \"FingerTapping\", \"Imagery\", \"Resting\", \"Thermal\"]. (3) Participants summary gives only a count with no diagnosis: \"Subjects: 11\".","paper_abstract_analysis":"No useful paper information.","evidence_alignment_check":"Pathology: Metadata says only \"Subjects: 11\" and provides no diagnosis/clinical recruitment terms; few-shot pattern suggests using Healthy when no disorder is stated (as in multiple healthy-task datasets). ALIGN (no conflict).\nModality: Metadata says tasks include \"Electrical\" and \"Thermal\" (somatosensory/pain stimulation) plus \"FingerTapping\"/\"Imagery\"; few-shot tactile example maps finger-based somatosensory stimulation to Modality=Tactile. ALIGN (tactile stimulation is explicit via task labels, though details are minimal).\nType: Metadata says tasks include \"FingerTapping\" and \"Imagery\" (movement execution and imagery) alongside stimulation and resting; few-shot motor imagery/movement example maps such paradigms to Type=Motor. ALIGN, but mixed-task design makes the primary construct somewhat ambiguous.","decision_summary":"Top-2 candidates per category:\n- Pathology: (A) Healthy — supported by absence of any diagnosis in \"Subjects: 11\" and no clinical keywords anywhere; (B) Unknown — plausible due to missing demographics/criteria. Winner: Healthy (default when not a clinical cohort). Alignment: aligned.\n- Modality: (A) Tactile — supported by tasks labeled \"Electrical\" and \"Thermal\" implying somatosensory/pain stimulation; (B) Motor — plausible because finger tapping is prominent but it is an action, not a stimulus modality. Winner: Tactile. Alignment: aligned.\n- Type: (A) Motor — supported by explicit tasks \"FingerTapping\" and \"Imagery\" and motor-focused convention in few-shot; (B) Perception — plausible if electrical/thermal pain perception is the main research aim. Winner: Motor because two explicitly motor-paradigm tasks are listed and the title includes FingerTapping/Imagery. Alignment: aligned but weak due to multi-paradigm listing.\nConfidence justification: Pathology is inferred (no explicit health statement) from lack of any clinical description; Modality and Type rely on task-name inference rather than detailed protocol text."}},"computed_title":"Electrical_Thermal_FingerTapping_2015","nchans_counts":[{"val":102,"count":46}],"sfreq_counts":[{"val":50.0,"count":46}],"stats_computed_at":"2026-04-22T23:16:00.310864+00:00","total_duration_s":null,"canonical_name":null,"name_confidence":0.74,"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":"Yucel2025_Electrical"}}