{"success":true,"database":"eegdash","data":{"_id":"6953f4249276ef1ee07a33c7","dataset_id":"ds005274","associated_paper_doi":null,"authors":["Yukako Ito"],"bids_version":"1.6.0","contact_info":null,"contributing_labs":null,"data_processed":false,"dataset_doi":"doi:10.18112/openneuro.ds005274.v1.0.0","datatypes":["eeg"],"demographics":{"subjects_count":22,"ages":[22,23,24,24,21,21,24,22,23,23,21,21,23,26,26,22,25,24,22,22,23,20],"age_min":20,"age_max":26,"age_mean":22.818181818181817,"species":null,"sex_distribution":{"m":16,"f":6},"handedness_distribution":null},"experimental_modalities":null,"external_links":{"source_url":"https://openneuro.org/datasets/ds005274","osf_url":null,"github_url":null,"paper_url":null},"funding":[],"ingestion_fingerprint":"387ef44213197915a6fab999847846bddadc8cda45db05cbe3ab772d3b593c1c","license":"CC0","n_contributing_labs":null,"name":"UV_EEG","readme":null,"recording_modality":["eeg"],"senior_author":null,"sessions":[],"size_bytes":75477772,"source":"openneuro","study_design":null,"study_domain":null,"tasks":["1"],"timestamps":{"digested_at":"2026-05-31T16:17:17.522192+00:00","dataset_created_at":null,"dataset_modified_at":null},"total_files":22,"storage":{"backend":"s3","base":"s3://openneuro.org/ds005274","raw_key":"dataset_description.json","dep_keys":["CHANGES","participants.tsv"]},"nemar_citation_count":0,"computed_title":"UV_EEG","nchans_counts":[{"val":6,"count":22}],"sfreq_counts":[{"val":500.0,"count":22}],"stats_computed_at":"2026-05-31T19:34:32.600718+00:00","tags":{"pathology":["Unknown"],"modality":["Unknown"],"type":["Unknown"],"confidence":{"pathology":0.4,"modality":0.4,"type":0.4},"reasoning":{"few_shot_analysis":"The few_shot_examples provide conventions for mapping similar task paradigms and stimuli types onto classification labels. However, the current dataset lacks detailed information on task paradigm, pathology, or stimuli modality, making direct comparison challenging.","metadata_analysis":"The provided metadata for the 'UV_EEG' dataset is sparse, only providing participant ages and gender. Key details about task paradigms, experimental stimuli, or specific participant recruitment criteria (e.g., clinical populations) are not mentioned.","paper_abstract_analysis":"No paper abstract is provided in the metadata to offer additional context or details regarding the experimental conditions or research focus.","evidence_alignment_check":"1. **Pathology**: No explicit mention of a clinical condition, implying a likely healthy cohort, but the absence of key details leaves this uncertain.\n2. **Modality**: Lacking explicit details on stimuli, thus unable to determine auditory, visual, or other modalities of presentation.\n3. **Type**: Without details on task descriptions or objectives, it's unclear whether the focus is on cognitive constructs like perception, motor control, or decision-making.","decision_summary":"Given the lack of specific details in the metadata:\n- Pathology: Consider 'Unknown' due to absence of explicit information on recruitment criteria.\n- Modality: Inadequate data to specify modality, leading to 'Unknown'.\n- Type: Similarly, the lack of task description results in 'Unknown'.\n\nNo strong alignment with few_shot_examples or explicit metadata is possible, leading to low confidence in any specific classification beyond 'Unknown'."}},"total_duration_s":3133.8999999999996,"tagger_meta":{"model":"openai/gpt-4o","tagged_at":"2026-06-10T08:19:41Z","source":"eegdash-llm-tagger"},"canonical_name":null,"name_confidence":0.28,"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":"Ito2024","bad_channels_info":null}}