{"id":"W7111006459","doi":"10.1371/journal.pone.0315148.s010","title":"Original study protocol.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Cognition; Protocol (science); Intervention (counseling); Population; Psychological intervention; Randomized controlled trial; Rating scale; Task (project management)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01610705,0.001434338,0.001853029,0.001470486,0.002304119,0.002766985,0.002489693,0.003433018,0.4516439],"category_scores_gemma":[0.02709023,0.001176886,0.001534524,0.001547659,0.0008430419,0.001369024,0.002235726,0.003625935,0.160948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002668035,"about_ca_system_score_gemma":0.01581732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002406208,"about_ca_topic_score_gemma":0.004579975,"domain_scores_codex":[0.9934529,0.003180924,0.001262961,0.0007805471,0.0009247422,0.0003980215],"domain_scores_gemma":[0.9836677,0.003914988,0.0007284536,0.002930398,0.00731723,0.00144122],"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":[0.02377014,0.004230932,0.001344849,0.0151819,0.0001722926,0.0004569123,0.001230356,0.0004592558,0.001433206,0.01105275,0.6438055,0.2968619],"study_design_scores_gemma":[0.009103698,0.003424777,0.002567525,0.005197366,0.0001239932,0.000191906,0.0004788328,0.0002602793,0.000766893,0.004614876,0.973206,0.00006379342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.006062414,0.00235254,0.01956635,0.004034521,0.007625779,0.7649262,0.09754,0.001870717,0.09602153],"genre_scores_gemma":[0.006009394,0.001155865,0.02012185,0.003213006,0.0005200064,0.9081619,0.01432487,0.0002603601,0.04623267],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4516439,"threshold_uncertainty_score":0.7821634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06852864705054236,"score_gpt":0.3722511374104749,"score_spread":0.3037224903599326,"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."}}