{"success":true,"database":"eegdash","data":{"_id":"6953f4249276ef1ee07a3457","dataset_id":"ds006545","associated_paper_doi":null,"authors":["Kernel"],"bids_version":"1.6.0","contact_info":["Julien Dubois"],"contributing_labs":null,"data_processed":false,"dataset_doi":"doi:10.18112/openneuro.ds006545.v1.0.0","datatypes":["fnirs"],"demographics":{"subjects_count":49,"ages":[],"age_min":null,"age_max":null,"age_mean":null,"species":null,"sex_distribution":{"f":18,"m":31},"handedness_distribution":{"r":45,"l":4}},"experimental_modalities":null,"external_links":{"source_url":"https://openneuro.org/datasets/ds006545","osf_url":null,"github_url":null,"paper_url":null},"funding":[],"ingestion_fingerprint":"6426b0d3732fb82a1d238f5c3239559edd0dc6a7f4144151bf9d99d29394018d","license":"CC0","n_contributing_labs":null,"name":"Reliability-Dubois2024","readme":null,"recording_modality":["fnirs"],"senior_author":"Kernel","sessions":["1","2"],"size_bytes":50147809917,"source":"openneuro","study_design":null,"study_domain":null,"tasks":["audio"],"timestamps":{"digested_at":"2026-04-22T12:29:32.066357+00:00","dataset_created_at":"2025-08-12T03:33:53.644Z","dataset_modified_at":"2025-08-12T03:55:52.000Z"},"total_files":98,"storage":{"backend":"s3","base":"s3://openneuro.org/ds006545","raw_key":"dataset_description.json","dep_keys":["CHANGES","participants.tsv"]},"tagger_meta":{"config_hash":"3557b68bca409f28","metadata_hash":"b43d9dcf93094177","model":"openai/gpt-5.2","tagged_at":"2026-04-07T09:32:40.872789+00:00"},"tags":{"pathology":["Unknown"],"modality":["Auditory"],"type":["Unknown"],"confidence":{"pathology":0.4,"modality":0.8,"type":0.4},"reasoning":{"few_shot_analysis":"Most similar few-shot by stimulus channel is the dataset titled \"Subcortical responses to music and speech are alike while cortical responses diverge\", which uses auditory stimuli and is labeled Modality=Auditory and Type=Perception. This supports mapping an \"audio\" task to Auditory modality. However, another auditory few-shot example (digit span) is Type=Memory, showing that auditory modality alone does not determine Type; task purpose details are needed to distinguish Perception vs Memory vs other constructs.","metadata_analysis":"Key available metadata is sparse. The dataset lists a single task: \"tasks\": [\"audio\"], which directly indicates an auditory task/stimulus channel. The participants info only provides counts and demographics: \"Subjects: 49; Sex: {'f': 18, 'm': 31}; Handedness: {'r': 45, 'l': 4}\". There is no mention of recruitment from a clinical population, no diagnosis terms, and no description of the cognitive paradigm beyond the task name.","paper_abstract_analysis":"No useful paper information.","evidence_alignment_check":"Pathology: Metadata SAYS only demographics (\"Subjects: 49; Sex... Handedness...\") and does not state any disorder/diagnosis; few-shot pattern SUGGESTS many non-clinical datasets omit pathology and are Healthy, but this is an inference. Status: potential CONFLICT/insufficient alignment because metadata does not explicitly confirm Healthy; therefore choose Unknown.\n\nModality: Metadata SAYS the task is \"audio\"; few-shot pattern SUGGESTS that audio-listening tasks map to Auditory modality (e.g., the music/speech ABR dataset). Status: ALIGN.\n\nType: Metadata SAYS only \"audio\" with no paradigm description; few-shot pattern SUGGESTS auditory tasks could be Perception (music/speech ABR) or Memory (digit span), etc. Status: insufficient evidence; choose Unknown because task purpose cannot be determined from provided metadata.","decision_summary":"Top-2 candidates and selection:\n\nPathology:\n1) Unknown — supported by lack of any explicit clinical/healthy recruitment statement; only demographics given (\"Subjects: 49; Sex... Handedness...\").\n2) Healthy — plausible by convention in many non-clinical EEG datasets, but not explicitly stated here.\nHead-to-head: Unknown wins because there is no quoted metadata explicitly indicating a healthy cohort.\nConfidence justification: No diagnosis/healthy quotes; therefore low confidence.\n\nModality:\n1) Auditory — supported by explicit task label \"audio\".\n2) Other — fallback if \"audio\" referred to something non-stimulus, but this is less consistent with conventions.\nHead-to-head: Auditory wins due to direct metadata.\nConfidence justification: One explicit cue (\"tasks\": [\"audio\"]) plus strong few-shot analog of auditory-task-to-Auditory mapping.\n\nType:\n1) Unknown — no task description beyond name.\n2) Perception — plausible given an auditory task, guided by the auditory ABR/music-speech few-shot labeled Perception.\nHead-to-head: Unknown wins because no metadata indicates perceptual discrimination/detection, ABR, oddball, memory load, etc.\nConfidence justification: Type cannot be established from the provided fields."}},"computed_title":"Reliability-Dubois2024","nchans_counts":[{"val":12180,"count":2},{"val":6180,"count":2},{"val":3678,"count":2},{"val":6708,"count":2},{"val":6498,"count":2},{"val":8340,"count":2},{"val":6990,"count":1},{"val":11094,"count":1},{"val":7332,"count":1},{"val":10254,"count":1},{"val":4734,"count":1},{"val":6768,"count":1},{"val":10458,"count":1},{"val":4194,"count":1},{"val":6432,"count":1},{"val":4626,"count":1},{"val":5190,"count":1},{"val":8592,"count":1},{"val":4752,"count":1},{"val":13494,"count":1},{"val":3792,"count":1},{"val":13014,"count":1},{"val":7890,"count":1},{"val":4986,"count":1},{"val":5766,"count":1},{"val":5076,"count":1},{"val":5640,"count":1},{"val":12468,"count":1},{"val":6126,"count":1},{"val":4062,"count":1},{"val":4278,"count":1},{"val":16086,"count":1},{"val":12738,"count":1},{"val":9276,"count":1},{"val":6930,"count":1},{"val":11682,"count":1},{"val":16266,"count":1},{"val":7044,"count":1},{"val":7464,"count":1},{"val":5130,"count":1},{"val":6744,"count":1},{"val":16464,"count":1},{"val":3552,"count":1},{"val":6522,"count":1},{"val":15288,"count":1},{"val":7794,"count":1},{"val":8832,"count":1},{"val":11142,"count":1},{"val":9558,"count":1},{"val":4530,"count":1},{"val":10224,"count":1},{"val":9180,"count":1},{"val":5256,"count":1},{"val":7524,"count":1},{"val":5568,"count":1},{"val":6282,"count":1},{"val":5400,"count":1},{"val":9012,"count":1},{"val":9426,"count":1},{"val":8646,"count":1},{"val":16122,"count":1},{"val":8874,"count":1},{"val":14520,"count":1},{"val":12300,"count":1},{"val":5862,"count":1},{"val":7596,"count":1},{"val":5280,"count":1},{"val":8730,"count":1},{"val":3900,"count":1},{"val":4866,"count":1},{"val":4170,"count":1},{"val":6060,"count":1},{"val":4116,"count":1},{"val":4122,"count":1},{"val":8082,"count":1},{"val":14592,"count":1},{"val":5082,"count":1},{"val":3570,"count":1},{"val":6696,"count":1},{"val":4764,"count":1},{"val":8250,"count":1},{"val":5676,"count":1},{"val":7800,"count":1},{"val":4098,"count":1},{"val":14142,"count":1},{"val":9966,"count":1},{"val":4308,"count":1},{"val":14820,"count":1},{"val":4614,"count":1},{"val":15354,"count":1},{"val":7932,"count":1},{"val":3630,"count":1}],"sfreq_counts":[{"val":3.7593278601126636,"count":1},{"val":3.759335491657337,"count":1},{"val":3.7593787725752463,"count":1},{"val":3.7593770035234657,"count":1},{"val":3.7593809119130897,"count":1},{"val":3.759331427389511,"count":1},{"val":3.759335334223433,"count":1},{"val":3.7593852258423093,"count":1},{"val":3.759384944435528,"count":1},{"val":3.7593800192877977,"count":1},{"val":3.759336916674929,"count":1},{"val":3.7593806230201263,"count":1},{"val":3.759340320968606,"count":1},{"val":3.759337444344509,"count":1},{"val":3.759336320191231,"count":1},{"val":3.7593792061899447,"count":1},{"val":3.7593834552836913,"count":1},{"val":3.759377394526281,"count":1},{"val":3.7593808053564546,"count":1},{"val":3.759326944731349,"count":1},{"val":3.7593804486200146,"count":1},{"val":3.7593841728783493,"count":1},{"val":3.759383655551909,"count":1},{"val":3.759377231180893,"count":1},{"val":3.759332720066484,"count":1},{"val":3.7593821349246923,"count":1},{"val":3.7593852959156377,"count":1},{"val":3.7593764941046097,"count":1},{"val":3.7593369412842033,"count":1},{"val":3.7593750038748928,"count":1},{"val":3.7593814407919455,"count":1},{"val":3.7593316689597076,"count":1},{"val":3.759383854917815,"count":1},{"val":3.759384668748248,"count":1},{"val":3.759380897280349,"count":1},{"val":3.759381637968117,"count":1},{"val":3.7593917495093443,"count":1},{"val":3.7593815330436198,"count":1},{"val":3.7593818001216643,"count":1},{"val":3.7593826417073126,"count":1},{"val":3.759384299582689,"count":1},{"val":3.75938652671013,"count":1},{"val":3.7593320784412283,"count":1},{"val":3.759380476653631,"count":1},{"val":3.7593764115478234,"count":1},{"val":3.759376802130892,"count":1},{"val":3.7593368622422507,"count":1},{"val":3.7593783750690566,"count":1},{"val":3.7593798802765264,"count":1},{"val":3.759381014194889,"count":1},{"val":3.7593794232712234,"count":1},{"val":3.75933672882927,"count":1},{"val":3.759327715365909,"count":1},{"val":3.759332685108552,"count":1},{"val":3.759380541825277,"count":1},{"val":3.759384908721897,"count":1},{"val":3.759381147438357,"count":1},{"val":3.759380220764679,"count":1},{"val":3.759385538565235,"count":1},{"val":3.7593374155646906,"count":1},{"val":3.759378131656764,"count":1},{"val":3.759384688523407,"count":1},{"val":3.7593827348988054,"count":1},{"val":3.759382926882352,"count":1},{"val":3.7593813477897906,"count":1},{"val":3.759381561915346,"count":1},{"val":3.7593343198689566,"count":1},{"val":3.759382410127993,"count":1},{"val":3.759382867121934,"count":1},{"val":3.7593360211640108,"count":1},{"val":3.7593335689320417,"count":1},{"val":3.7593830794615157,"count":1},{"val":3.7593797563033773,"count":1},{"val":3.7593841548655034,"count":1},{"val":3.759389442742258,"count":1},{"val":3.7593851070356754,"count":1},{"val":3.759380549030849,"count":1},{"val":3.7593815029752466,"count":1},{"val":3.759327770404511,"count":1},{"val":3.7593801964283244,"count":1},{"val":3.7593821400544667,"count":1},{"val":3.7593790725510097,"count":1},{"val":3.7593400623176056,"count":1},{"val":3.7593790288058946,"count":1},{"val":3.7593266384012547,"count":1},{"val":3.759384261106816,"count":1},{"val":3.759379675664703,"count":1},{"val":3.759382593611545,"count":1},{"val":3.7593764966001504,"count":1},{"val":3.7593847313363185,"count":1},{"val":3.759382548055328,"count":1},{"val":3.7593757537230927,"count":1},{"val":3.75938158151899,"count":1},{"val":3.7593859458888867,"count":1},{"val":3.7593859613989697,"count":1},{"val":3.75933410440123,"count":1},{"val":3.7593816783733027,"count":1},{"val":3.7593844649490076,"count":1}],"stats_computed_at":"2026-04-22T23:16:00.311729+00:00","total_duration_s":null,"canonical_name":null,"name_confidence":0.74,"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":"ReliabilityDubois2024"}}