{"id":"W4400047263","doi":"10.4015/s1016237224500261","title":"STUDY OF fMRI BRAIN ACTIVITY DURING NON-HANDWRITING AND HANDWRITING TASKS ON ESSENTIAL HAND TREMOR","year":2024,"lang":"en","type":"article","venue":"Biomedical Engineering Applications Basis and Communications","topic":"Brain Tumor Detection and Classification","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Promotion Administration, Ministry of Health and Welfare","keywords":"Handwriting; Essential tremor; Brain activity and meditation; Psychology; Neuroscience; Speech recognition; Computer science; Artificial intelligence; Electroencephalography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000251081,0.0001504113,0.000176338,0.0002746169,0.0005558559,0.0001719654,0.0002895453,0.00007224768,0.0000070114],"category_scores_gemma":[0.0001628429,0.0001503587,0.00003721249,0.0007705985,0.0002754459,0.0001109397,0.000185777,0.0003062096,0.000005004575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003405613,"about_ca_system_score_gemma":0.00002581379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003179342,"about_ca_topic_score_gemma":0.000006921096,"domain_scores_codex":[0.9988223,0.00007270992,0.0003095945,0.0004072718,0.0002168691,0.0001712347],"domain_scores_gemma":[0.9983924,0.0007079681,0.00007164165,0.0006659038,0.00003238002,0.0001297037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001105707,0.0005854488,0.00003845726,0.0002229417,0.00002349958,0.000002188408,0.00111751,0.00003165904,0.9371055,0.00488333,0.00003088414,0.05594748],"study_design_scores_gemma":[0.003524651,0.0007011441,0.04600535,0.001144395,0.0002349453,0.0002782594,0.005091059,0.5775981,0.3345208,0.0002176074,0.02945756,0.001226094],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809257,0.0002131287,0.01495378,0.002716446,0.0000509225,0.0005845469,0.00003002478,0.000203492,0.0003219402],"genre_scores_gemma":[0.9987419,0.0001755692,0.0003916137,0.00003002804,0.00006821686,0.0004807216,0.000008794867,0.00002395681,0.00007924248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6025847,"threshold_uncertainty_score":0.6131449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02360349167372359,"score_gpt":0.2857888497507761,"score_spread":0.2621853580770525,"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."}}