{"id":"W4407934768","doi":"10.1016/j.brs.2024.12.223","title":"Local neurodynamics and tDCS effects: a guide for symptom mitigation interventions","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychological intervention; Psychology; Physical medicine and rehabilitation; Cognitive psychology; Medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.000228548,0.0001167156,0.0001313801,0.0001634654,0.0003036768,0.00005570938,0.00006772236,0.00005466279,0.000002647055],"category_scores_gemma":[0.01649132,0.0001248525,0.00009039637,0.0002850265,0.0001165287,0.0002031814,0.00007336121,0.00006985441,0.000004405303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008513945,"about_ca_system_score_gemma":0.00002837536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008819554,"about_ca_topic_score_gemma":0.00002582389,"domain_scores_codex":[0.9989914,0.0001174798,0.0002295033,0.0003932393,0.0001238608,0.0001445241],"domain_scores_gemma":[0.9879593,0.01172267,0.00007132001,0.0001424896,0.00007672565,0.00002748681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005035017,0.0005366405,0.01270067,0.002414178,0.0001247224,0.000008541523,0.0006221537,0.07995357,0.3020104,0.3764525,0.06036295,0.1643102],"study_design_scores_gemma":[0.002325314,0.0003633169,0.1674258,0.0003683036,0.00008474682,0.000007198526,0.00006120888,0.7689431,0.01028488,0.04059916,0.009249876,0.0002871347],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2895637,0.0000700179,0.6988549,0.009300918,0.0005302588,0.0008550878,0.00002238827,0.0001369471,0.0006658299],"genre_scores_gemma":[0.9936029,0.000005015483,0.000966979,0.003858352,0.00003936653,0.0001330138,0.00001715221,0.00001217002,0.001364989],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7040393,"threshold_uncertainty_score":0.9917932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02170034172129354,"score_gpt":0.3221233459927589,"score_spread":0.3004230042714653,"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."}}