{"success":true,"database":"eegdash","data":{"_id":"6953f4239276ef1ee07a329c","dataset_id":"ds002094","associated_paper_doi":"10.1093/cercor/bhy255","authors":[],"bids_version":"1.3.0","contact_info":null,"contributing_labs":null,"data_processed":false,"dataset_doi":null,"datatypes":["eeg"],"demographics":{"subjects_count":20,"ages":[],"age_min":null,"age_max":null,"age_mean":null,"species":null,"sex_distribution":null,"handedness_distribution":null},"experimental_modalities":null,"external_links":{"paper_url":"https://academic.oup.com/cercor/article-pdf/29/9/3766/29104749/bhy255.pdf"},"funding":[],"ingestion_fingerprint":"c7d13bee3b3e186c2b6aa64c4fa036998a41a6f9bb5c042221213a16fbd93c96","license":"CC0","n_contributing_labs":null,"name":"Single-pulse open-loop TMS-EEG dataset","readme":null,"recording_modality":["eeg"],"senior_author":null,"sessions":[],"size_bytes":42356601619,"source":"openneuro","study_design":null,"study_domain":null,"tasks":["rest","tmseeg1","tmseeg2"],"timestamps":{"digested_at":"2026-05-31T16:11:57.265776+00:00","dataset_created_at":null,"dataset_modified_at":null},"total_files":43,"storage":{"backend":"s3","base":"s3://openneuro.org/ds002094","raw_key":"dataset_description.json","dep_keys":["CHANGES","participants.tsv"]},"nemar_citation_count":30,"computed_title":"Single-pulse open-loop TMS-EEG dataset","nchans_counts":[{"val":30,"count":43}],"sfreq_counts":[{"val":5000.0,"count":43}],"stats_computed_at":"2026-05-31T19:34:32.516971+00:00","tags":{"pathology":["Healthy"],"modality":["Other"],"type":["Clinical/Intervention"],"confidence":{"pathology":0.7,"modality":0.8,"type":0.9},"reasoning":{"few_shot_analysis":"Few-shot examples indicate that datasets with neurological interventions like TMS, especially without specific task descriptors, are labeled 'Clinical/Intervention' in the 'Type' category. 'Single-pulse TMS' suggests a clinical or neurological probing context. Similar examples with TMS include 'Clinical/Intervention' when exploring neurological function or responses.","metadata_analysis":"The metadata lacks explicit details on participant demographics or task specifics, only mentioning 'Single-pulse open-loop TMS-EEG dataset'. TMS is typically associated with probing or intervening in brain activity, suggesting a clinical aspect despite the absence of participant information.","paper_abstract_analysis":"No useful paper information.","evidence_alignment_check":{"pathology":{"metadata_fact":"Missing participant details, assuming no specific recruitment based on a listed disorder.","few_shot_suggestion":"Use 'Healthy' in absence of explicit clinical recruitment.","alignment_conflict":"No direct conflict; defaulting to 'Healthy' due to no supporting evidence for any pathology."},"modality":{"metadata_fact":"No modality is explicitly described; TMS affects brain regions but does not define a sensory modality.","few_shot_suggestion":"Intervention approaches like TMS align with 'Other' due to lack of clear sensory channel.","alignment_conflict":"Aligns with 'Other'; TMS does not fit traditional sensory modalities."},"type":{"metadata_fact":"Single-pulse TMS often involves neurological interventions or probing functions.","few_shot_suggestion":"'Clinical/Intervention' aligns with intervention or probing studies, even if open-loop.","alignment_conflict":"Aligns with 'Clinical/Intervention'; fits probing/interaction context despite lack of specific participant task."}},"decision_summary":"Pathology: Top candidates were 'Unknown' and 'Healthy'. Due to lack of clinical population evidence, 'Healthy' chosen at 0.7 confidence. Modality: 'Other' selected over 'Unknown' same modality influence as few-shot examples; 0.8 confidence. Type: Clearly fits 'Clinical/Intervention' due to TMS context; confident selection at 0.9 based on few-shot examples on intervention studies."}},"total_duration_s":70564.72,"tagger_meta":{"model":"openai/gpt-4o","tagged_at":"2026-06-10T08:19:41Z","source":"eegdash-llm-tagger"},"author_year":"DS2094_Single_pulse","canonical_name":null,"bad_channels_info":null,"associated_paper_meta":{"channel":"web_search","confidence":"medium","author_overlap":1,"is_oa":true,"oa_status":"bronze","source":"paper_resolver","method":"web_search","match_evidence":"Hussain"}}}