{"success":true,"database":"eegdash","data":{"_id":"6953f4249276ef1ee07a3403","dataset_id":"ds005571","associated_paper_doi":"10.1038/s41467-024-54244-8","authors":["María Paz Martínez-Molina","Alejandra Figueroa-Vargas","Francisco Zamorano","Pablo Billeke"],"bids_version":"1.9.0","contact_info":null,"contributing_labs":null,"data_processed":false,"dataset_doi":"doi:10.18112/openneuro.ds005571.v1.0.1","datatypes":["eeg"],"demographics":{"subjects_count":24,"ages":[31,24,33,23,33,22,30,24,22,21,32,28,23,19,26,21,26,26,25,19,25,23,32,21,23,26,27,22,27],"age_min":19,"age_max":33,"age_mean":25.310344827586206,"species":null,"sex_distribution":{"m":14,"f":15},"handedness_distribution":null},"experimental_modalities":null,"external_links":{"paper_url":"https://www.nature.com/articles/s41467-024-54244-8.pdf"},"funding":["ANID FONDECYT 11140535","ANID FONDECYT 1181295","ANID FONDECYT 1211227","ANID FONDEQUIP EQM150076"],"ingestion_fingerprint":"cc37c74db69e4b128a6a1613d2530e462e54b087acd65f46c2daa399593f1929","license":"CC0","n_contributing_labs":null,"name":"Expectation of Conflict Stimuli ","readme":null,"recording_modality":["eeg"],"senior_author":null,"sessions":[],"size_bytes":67960615968,"source":"openneuro","study_design":null,"study_domain":null,"tasks":["gnga","gngb"],"timestamps":{"digested_at":"2026-05-31T16:21:14.050742+00:00","dataset_created_at":null,"dataset_modified_at":null},"total_files":45,"storage":{"backend":"s3","base":"s3://openneuro.org/ds005571","raw_key":"dataset_description.json","dep_keys":["CHANGES","participants.json","participants.tsv","task-gnga_events.json","task-gngb_events.json","task-msit_events.json"]},"tagger_meta":{"model":"openai/gpt-4o","tagged_at":"2026-06-10T08:19:41Z","source":"eegdash-llm-tagger"},"tags":{"pathology":["Healthy"],"modality":["Visual"],"type":["Decision-making"],"confidence":{"pathology":0.8,"modality":0.6,"type":0.9},"reasoning":{"few_shot_analysis":"The few-shot examples provided show some conventions for labeling datasets with healthy participants and visual paradigms mainly focused on cognitive processes. For example, a study with a normative cohort and a focus on cognitive tasks is often labeled 'Healthy' for pathology. Additionally, tasks involving cognitive challenges such as choice or inhibition of response are labeled as 'Decision-making'. Given the task names 'gnga', 'gngb', and 'msit', it suggests cognitive interference or response inhibition tasks similar to a Go/No-Go or Simon task which are commonly categorized under 'Decision-making' studies.","metadata_analysis":"The dataset metadata indicates a focus on conflict or interference-related tasks ('Expectation of Conflict Stimuli'). The tasks section includes 'gnga', 'gngb', and 'msit', which are likely variations of response inhibition or interference tasks like the Go/No-Go or Multi-Source Interference Task (MSIT). The dataset involves healthy participants, as there's no mention of any specific clinical population.","paper_abstract_analysis":"No useful paper information available as the dataset description doesn't include abstract excerpts relevant to disambiguating modality or type. The mention of 'Expectation of Conflict Stimuli' reinforces the decision-making label as it suggests a cognitive task involving resolution of conflict.","evidence_alignment_check":"Pathology: The metadata describes a sample of healthy individuals, which matches the few-shot pattern where non-clinical participant groups are labeled 'Healthy'. Modality: The metadata does not specify the modality directly through typical sensory channels like visual or auditory; however, the inference from task names is difficult. Type: The dataset title 'Expectation of Conflict Stimuli' and task labels suggest decision-making, aligning with the decision-making categories from few-shot examples.","decision_summary":"Pathology: The choice is 'Healthy', supported by participant demographics showing no pathology and aligning with few-shot conventions for non-clinical studies. Modality: Lacking explicit data in metadata; inference and typical task methods suggest 'Visual', aligning with convention of visual tasks in cognitive assessments. Type: 'Decision-making', strongly supported by task names like 'gnga', 'gngb', and 'msit' which are indicative of cognitive interference tasks involving decision making in conflict situations. Confidence scores reflect limited explicit modality data."}},"nemar_citation_count":1,"computed_title":"Expectation of Conflict Stimuli","nchans_counts":[{"val":66,"count":41},{"val":67,"count":4}],"sfreq_counts":[{"val":5000.0,"count":45}],"stats_computed_at":"2026-05-31T19:34:32.601574+00:00","total_duration_s":101559.06,"canonical_name":null,"name_confidence":0.63,"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":"MartinezMolina2024","bad_channels_info":null,"how_to_acknowledge":"cite: Martinez-Molina et al. (2024) Nature Communications","references_and_links":["Martinez-Molina et al. (2024) Nature Communications","https//doi.org/10.1038/s41467-024-54244-8"],"source_datasets":[{"DOI":"","Version":"1.0"}],"associated_paper_meta":{"channel":"text/references_and_links","confidence":"high","author_overlap":4,"is_oa":true,"oa_status":"gold","source":"paper_resolver"}}}