{"success":true,"database":"eegdash","data":{"_id":"6953f4249276ef1ee07a3460","dataset_id":"ds006673","associated_paper_doi":null,"authors":["Laura B. Carlton","Miray Altinkaynak","Shannon Kelley","Bernhard Zimmerman","Sreekanth Kura","Eike Middell","Alexander von Luhmann","Meryem A. Yucel","David A. Boas"],"bids_version":"1.8.0","contact_info":["Laura  Carlton"],"contributing_labs":null,"data_processed":false,"dataset_doi":"doi:10.18112/openneuro.ds006673.v1.0.2","datatypes":["fnirs"],"demographics":{"subjects_count":17,"ages":[31,24,37,24,26,26,24,30,26,61,41,28,25,32,21,33],"age_min":21,"age_max":61,"age_mean":30.5625,"species":null,"sex_distribution":{"f":7,"m":10},"handedness_distribution":{"r":17}},"experimental_modalities":null,"external_links":{"source_url":"https://openneuro.org/datasets/ds006673","osf_url":null,"github_url":null,"paper_url":null},"funding":["Enter funding details here, if applicable."],"ingestion_fingerprint":"a7217c9af491091e6eeb264c31e129b2740276525c72443158b6d68422ed0dae","license":"CC0","n_contributing_labs":null,"name":"ball_squeeze_Carlton_2025","readme":null,"recording_modality":["fnirs"],"senior_author":"David A. Boas","sessions":[],"size_bytes":8349792794,"source":"openneuro","study_design":null,"study_domain":null,"tasks":["BS","RS"],"timestamps":{"digested_at":"2026-04-22T12:29:34.386088+00:00","dataset_created_at":"2025-09-12T19:54:17.339Z","dataset_modified_at":"2025-09-17T20:51:38.000Z"},"total_files":67,"storage":{"backend":"s3","base":"s3://openneuro.org/ds006673","raw_key":"dataset_description.json","dep_keys":["CHANGES","participants.json","participants.tsv"]},"tagger_meta":{"config_hash":"3557b68bca409f28","metadata_hash":"0699c3c5244864ad","model":"openai/gpt-5.2","tagged_at":"2026-04-07T09:32:40.872789+00:00"},"tags":{"pathology":["Healthy"],"modality":["Motor"],"type":["Motor"],"confidence":{"pathology":0.6,"modality":0.7,"type":0.7},"reasoning":{"few_shot_analysis":"Most similar few-shot by paradigm is the “EEG Motor Movement/Imagery Dataset” example (Healthy / Motor-focused task). That example shows the convention that when the experimental paradigm is movement execution/imagery as the research focus, the labels map to Modality=Motor and Type=Motor (even if visual cues are present). A secondary reference is the resting-state examples, which show that passive RS tasks map to Modality=Resting State and Type=Resting-state; however, this dataset’s title emphasizes the ball-squeeze task, suggesting the motor component is primary.","metadata_analysis":"Key metadata facts available are limited but point to a motor task plus a resting-state condition:\n- Title indicates a motor action: \"ball_squeeze_Carlton_2025\".\n- Task list includes two tasks: \"BS\" and \"RS\".\n- Participants overview provides demographics but no diagnosis/clinical recruitment: \"Subjects: 17\" and \"Age range: 21-61\" (no disorder terms mentioned).","paper_abstract_analysis":"No useful paper information.","evidence_alignment_check":"Pathology:\n1) Metadata says: no diagnosis is stated; only demographics like \"Subjects: 17\" and \"Age range: 21-61\".\n2) Few-shot pattern suggests: when no clinical condition is mentioned, label as Healthy.\n3) Alignment: ALIGN.\n\nModality:\n1) Metadata says: title \"ball_squeeze_Carlton_2025\" and tasks include \"BS\" (ball squeeze) and \"RS\" (resting state).\n2) Few-shot pattern suggests: movement paradigms map to Motor modality; pure RS paradigms map to Resting State modality.\n3) Alignment: PARTIAL (dataset contains both motor and resting). Choose Motor as dominant given the dataset title and task naming emphasize ball squeezing.\n\nType:\n1) Metadata says: motor action implied by \"ball_squeeze\" and task \"BS\"; also includes \"RS\".\n2) Few-shot pattern suggests: movement execution/imagery as focus maps to Type=Motor; passive rest maps to Type=Resting-state.\n3) Alignment: PARTIAL (mixed tasks). Choose Motor as primary because the dataset is named for the motor task.","decision_summary":"Pathology top-2:\n- Healthy (winner): no clinical recruitment/diagnosis mentioned; only demographics (\"Subjects: 17\", \"Age range: 21-61\"). ALIGN with few-shot convention.\n- Unknown (runner-up): limited metadata could omit diagnosis.\nFinal: Healthy.\n\nModality top-2:\n- Motor (winner): title \"ball_squeeze_Carlton_2025\" + task \"BS\" indicates movement execution (ball squeeze). Guided by motor-task few-shot labeling convention.\n- Resting State (runner-up): task list includes \"RS\".\nFinal: Motor (dominant task inferred from title emphasis).\n\nType top-2:\n- Motor (winner): ball squeezing is a motor execution paradigm; consistent with motor-task few-shot example mapping to Type=Motor.\n- Resting-state (runner-up): presence of \"RS\" suggests some resting recordings.\nFinal: Motor.\n\nConfidence justification: limited explicit metadata beyond title/tasks; hence moderate confidence rather than high."}},"computed_title":"ball_squeeze_Carlton_2025","nchans_counts":[{"val":2440,"count":52},{"val":1134,"count":15}],"sfreq_counts":[],"stats_computed_at":"2026-04-22T23:16:00.311866+00:00","total_duration_s":null,"canonical_name":null,"name_confidence":0.66,"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":"Carlton2025","size_human":"7.8 GB"}}