{"success":true,"database":"eegdash","data":{"_id":"6953f4239276ef1ee07a32cb","dataset_id":"ds003483","associated_paper_doi":"10.3390/ijms25042251","authors":["Cognitive and Computational Neuroscience Laboratory (UPM - UCM).","PI: Fernando Maestu.","PI: Carmen Requena","PI: Francisco Salto Alemany"],"bids_version":"BIDS 1.2.0","contact_info":null,"contributing_labs":null,"data_processed":true,"dataset_doi":"10.18112/openneuro.ds003483.v1.0.2","datatypes":["meg"],"demographics":{"subjects_count":21,"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://www.mdpi.com/1422-0067/25/4/2251/pdf?version=1707832719"},"funding":[],"ingestion_fingerprint":"378c820d0835e2379c2c0bb3f239956c5c944290d6eac8e0723f061289e0fad4","license":"CC0","n_contributing_labs":null,"name":"Logical reasoning study","readme":null,"recording_modality":["meg"],"senior_author":null,"sessions":["1"],"size_bytes":73334486768,"source":"openneuro","study_design":null,"study_domain":null,"tasks":["deduction","induction"],"timestamps":{"digested_at":"2026-05-31T16:12:38.918027+00:00","dataset_created_at":null,"dataset_modified_at":null},"total_files":41,"storage":{"backend":"s3","base":"s3://openneuro.org/ds003483","raw_key":"dataset_description.json","dep_keys":["CHANGES","participants.tsv"]},"tagger_meta":{"model":"openai/gpt-4o","tagged_at":"2026-06-10T08:19:41Z","source":"eegdash-llm-tagger"},"tags":{"pathology":["Healthy"],"modality":["Unknown"],"type":["Decision-making"],"confidence":{"pathology":0.7,"modality":0.5,"type":0.7},"reasoning":{"few_shot_analysis":"From the few-shot examples, the task paradigm is not directly aligned with any specific example. However, datasets involving 'reasoning' tasks often align with aspects of decision-making or cognition. None of the few-shot examples directly describe a 'logical reasoning' task, but 'EEG: Reinforcement Learning in Parkinson's' and other decision-making gap contexts involve logical processing, albeit more complex. This suggests the cognitive focus of the study.","metadata_analysis":"The dataset's title, 'Logical reasoning study', suggests an investigation into cognitive processing or decision-making through logical tasks. No explicit sensory modality is specified in the provided metadata.","paper_abstract_analysis":"No useful paper information.","evidence_alignment_check":"1. Pathology: Metadata does not specify a clinical population, implying a healthy cohort similar to many 'logical' or cognitive task studies where such specificity is omitted. \n2. Modality: Metadata does not include explicit description of sensory stimuli, leaving it undefined. Few-shot patterns suggest logical reasoning tasks often involve multisensory or visual stimuli in lab settings.\n3. Type: Metadata's 'Logical reasoning study' aligns with descriptions in other cognitive process investigations, which commonly emphasize either memory, attention, or decision-making. Here, the direction leans towards 'Decision-making' due to the logical aspect.","decision_summary":"Pathology: Healthy is inferred with moderate confidence (0.7) from absence of specific clinical mention. Modality: 'Multisensory' or 'Visual' are possible, inferred from logical tasks in literature; confidence is lower (0.5) due to lack of specifics. Type: 'Decision-making' is most plausible given logical reasoning context, confidence moderate (0.7). Choices often involve cognitive tasks aligning with decision-making analysis."}},"nemar_citation_count":3,"computed_title":"Logical reasoning study","nchans_counts":[{"val":320,"count":41}],"sfreq_counts":[{"val":1000.0,"count":41}],"stats_computed_at":"2026-05-31T19:34:32.517733+00:00","total_duration_s":39668.0,"canonical_name":null,"name_confidence":0.38,"name_meta":{"suggested_at":"2026-04-14T10:18:35.342Z","model":"openai/gpt-5.2 + openai/gpt-5.4-mini + deterministic_fallback"},"name_source":"author_year","author_year":"Cognitive2021","bad_channels_info":null,"associated_paper_meta":{"channel":"search","confidence":"medium","author_overlap":1,"is_oa":true,"oa_status":"gold","source":"paper_resolver"}}}