{"id":"W7117469886","doi":"10.1109/tbme.2025.3648668","title":"Detection of Bilateral Tonic-Clonic Seizures Using Miniaturized Wearable Electromyography-Accelerometry Sensors","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Université de Montréal","funders":"","keywords":"Wearable computer; Wearable technology; Independence (probability theory); Remote patient monitoring; Psychological intervention; Signal processing","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":[0.0002373631,0.0005790353,0.0003734335,0.0003185078,0.00006352437,0.0002125241,0.0001778319,0.0002631545,0.0006075369],"category_scores_gemma":[0.0007579576,0.0001172373,0.0002832859,0.0002000764,0.00007822366,0.0001620722,0.000245512,0.0001852459,0.000282358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000881889,"about_ca_system_score_gemma":0.0001736309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003771013,"about_ca_topic_score_gemma":0.0009955359,"domain_scores_codex":[0.9998274,0.00004014473,0.00001612389,0.00005267181,0.00005063607,0.00001307138],"domain_scores_gemma":[0.99984,0.00005218767,0.00004043603,0.00001201809,0.00004295003,0.00001242314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008588102,0.0003029136,0.06187604,0.000444968,0.0002661919,0.0005872194,0.00008856189,0.02686288,0.3704672,0.0003656516,0.001492302,0.5363873],"study_design_scores_gemma":[0.0002030778,0.003120843,0.275951,0.0001205642,0.0003534879,0.005108402,0.0001264091,0.5746545,0.1327678,0.0008204384,0.006705707,0.00006784884],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5914799,0.001763728,0.4029865,0.0002731102,0.0001261686,0.0001840379,0.0005704797,0.00094714,0.00166906],"genre_scores_gemma":[0.9059622,0.0005296248,0.09195524,0.00009417271,0.0000663647,0.00008882798,0.0003119489,0.00001936979,0.0009723488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006075369,"threshold_uncertainty_score":0.002032459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260061508318646,"score_gpt":0.2491800374974364,"score_spread":0.2365794224142499,"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."}}