{"id":"W4383711048","doi":"10.1038/s41597-023-02614-0","title":"A comparison of neuroelectrophysiology databases","year":2023,"lang":"en","type":"review","venue":"Scientific Data","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; Indoc Research; Ontario Brain Institute","funders":"National Institutes of Health; National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; University of Southern California; U.S. Department of Health and Human Services","keywords":"Neuroinformatics; Data sharing; Computer science; Data science; Data integration; Field (mathematics); World Wide Web; Metadata; Database","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008540276,0.0006497329,0.001497231,0.01206221,0.0004848738,0.002908051,0.002091948,0.00092354,0.003750812],"category_scores_gemma":[0.01663249,0.000438064,0.001121114,0.01345626,0.0006774653,0.004094406,0.00195118,0.001077545,0.001603443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001453846,"about_ca_system_score_gemma":0.00547935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002057909,"about_ca_topic_score_gemma":0.002720197,"domain_scores_codex":[0.9968603,0.000855134,0.0007822232,0.0004194703,0.0009658035,0.0001171668],"domain_scores_gemma":[0.989368,0.006206917,0.0008390408,0.0005584651,0.00269528,0.000332226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003065041,0.00005343561,0.00194173,0.02117354,0.0004968533,0.0001250055,0.0003095474,0.0004762021,0.000678,0.01630852,0.01177471,0.9463559],"study_design_scores_gemma":[0.00009082079,0.0001799513,0.00666164,0.01761682,0.0009268846,0.00130401,0.0006050162,0.0004582171,0.001750479,0.009008793,0.9613194,0.00007798465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003080297,0.976941,0.005622914,0.001552482,0.000413329,0.0001760552,0.001689526,0.0001069824,0.01041732],"genre_scores_gemma":[0.0225712,0.9525605,0.01630316,0.001105465,0.000328184,0.0004632062,0.005269413,0.00007152489,0.001327375],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01206221,"threshold_uncertainty_score":0.04516584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6093313146232971,"score_gpt":0.4969375961965101,"score_spread":0.1123937184267871,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}