{"success":true,"database":"eegdash","data":{"_id":"6953f4249276ef1ee07a3312","dataset_id":"ds004075","associated_paper_doi":"10.1101/2024.12.12.628085","authors":["Adam Boncz","Brigitta Toth","István Winkler"],"bids_version":"v1.7.0","contact_info":null,"contributing_labs":null,"data_processed":false,"dataset_doi":"doi:10.18112/openneuro.ds004075.v1.0.0","datatypes":["eeg"],"demographics":{"subjects_count":29,"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://doi.org/10.1101/2024.12.12.628085"},"funding":["Hungarian Academy of Sciences, grant LP2012-36/2012 (IW)","National Research, Development and Innovation Office, Hungary, grant K132642 (IW)","National Research, Development and Innovation Office, Hungary, grant PD123790 (BT)"],"ingestion_fingerprint":"2ba701bb0a5a1ebc31df31e4e623e79ee6ac38963e39e16c5e490131a175b2e3","license":"CC0","n_contributing_labs":null,"name":"what_are_we_talking_about","readme":null,"recording_modality":["eeg"],"senior_author":null,"sessions":[],"size_bytes":7936251006,"source":"openneuro","study_design":null,"study_domain":null,"tasks":["context03","context09","context10","context11"],"timestamps":{"digested_at":"2026-05-31T16:13:44.434804+00:00","dataset_created_at":null,"dataset_modified_at":null},"total_files":116,"storage":{"backend":"s3","base":"s3://openneuro.org/ds004075","raw_key":"dataset_description.json","dep_keys":["CHANGES"]},"tagger_meta":{"model":"openai/gpt-4o","tagged_at":"2026-06-10T08:19:41Z","source":"eegdash-llm-tagger"},"tags":{"pathology":["Healthy"],"modality":["Unknown"],"type":["Unknown"],"confidence":{"pathology":0.7,"modality":0.5,"type":0.5},"reasoning":{"few_shot_analysis":"The few-shot examples include datasets where pathology is determined by specific conditions mentioned in metadata, such as schizophrenia or epilepsy. Modality is consistently mapped from the main sensory stimuli channel, while the type is inferred from the primary research question or task paradigm.","metadata_analysis":"The only metadata available contains the title 'what_are_we_talking_about' and basic authorship details. There is a lack of detailed information about the methodology, population, stimuli, or experimental aim.","paper_abstract_analysis":"No paper abstract was provided, limiting the scope to enhance understanding or infer dataset characteristics.","evidence_alignment_check":"1. Pathology: Metadata provides no explicit mention of a clinical population; thus, 'Healthy' is the inferred default option. Few-shot examples confirm using 'Healthy' when no specific clinical cohort is mentioned. ALIGN.\n2. Modality: Due to lack of detailed stimuli description, and assuming typical default settings, 'Unknown' is chosen as there is no hint of any sensory input. Few-shot examples do not direct guidance in cases with absent modality descriptions. ALIGN.\n3. Type: Without explicit task description or cognitive focus, it is unclear, leading to 'Unknown'. Few-shot patterns typically derive task type from the study's main question, which here remains unspecified. ALIGN.","decision_summary":"Given the absence of specific information, 'Healthy' is chosen for Pathology as there's no indication of any clinical disorder, consistent with few-shot patterns in similar situations. For Modality and Type, 'Unknown' is best aligned given missing context about stimuli or task, showing alignment with few-shot examples where no experimental specifics are provided."}},"nemar_citation_count":1,"computed_title":"what_are_we_talking_about","nchans_counts":[{"val":64,"count":115}],"sfreq_counts":[{"val":1000.0,"count":116}],"stats_computed_at":"2026-05-31T19:34:32.598294+00:00","total_duration_s":null,"canonical_name":null,"name_confidence":0.42,"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":"Boncz2022","bad_channels_info":null,"associated_paper_meta":{"channel":"crossref-biblio","confidence":"high","author_overlap":2,"is_oa":true,"oa_status":"preprint","source":"paper_resolver"}}}