{"id":"W3203788644","doi":"10.1016/j.scib.2021.09.016","title":"DPABISurf: data processing & analysis for brain imaging on surface","year":2021,"lang":"en","type":"letter","venue":"Science Bulletin","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Neuroimaging; Surface (topology); Neuroscience; Computer science; Psychology; Mathematics","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":[0.003937748,0.001300837,0.001257488,0.001176134,0.001240453,0.002182771,0.001448656,0.008023656,0.02349565],"category_scores_gemma":[0.01676477,0.000831005,0.0005898758,0.0006833373,0.00292575,0.001858368,0.00143371,0.008576678,0.02359723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163985,"about_ca_system_score_gemma":0.001072917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001641718,"about_ca_topic_score_gemma":0.007284255,"domain_scores_codex":[0.9986842,0.0003608035,0.0001313284,0.0001286449,0.0006094837,0.00008555633],"domain_scores_gemma":[0.9906846,0.006037808,0.0002800734,0.0009709653,0.001338507,0.0006879658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001405977,0.00002976906,0.0002776397,0.0001000354,0.00001800797,0.0007623441,0.00004704971,0.0001847146,0.002213726,0.008174946,0.9004847,0.08756659],"study_design_scores_gemma":[0.0002514439,0.0001025568,0.0008890756,0.0001755961,0.0000314371,0.003321938,0.00003513968,0.01438322,0.01107255,0.070499,0.8991404,0.0000976743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"software","genre_scores_codex":[0.003505656,0.007916296,0.4080878,0.441027,0.07093362,0.001105454,0.001934914,0.02200925,0.04347998],"genre_scores_gemma":[0.02816599,0.006033767,0.420354,0.2298361,0.1162521,0.004028074,0.001666726,0.007137541,0.1865257],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.02349565,"threshold_uncertainty_score":0.07860076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1160034618340965,"score_gpt":0.3358224754416317,"score_spread":0.2198190136075352,"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."}}