{"id":"W2093599464","doi":"10.1046/j.1528-1157.2002.11102.x","title":"Performance Reassessment of a Real‐time Seizure‐detection Algorithm on Long ECoG Series","year":2002,"lang":"en","type":"article","venue":"Epilepsia","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"National Institute of Neurological Disorders and Stroke; National Institutes of Health; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Subclinical infection; Algorithm; Latency (audio); Electrocorticography; Epilepsy; Medicine; Epileptic seizure; Audiology; Psychology; Computer science; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.0001272953,0.0001626692,0.0001948022,0.0001015619,0.0001279452,0.00004202536,0.0002307326,0.00006409896,0.000335917],"category_scores_gemma":[0.00003646783,0.0001421923,0.0000642315,0.0002244801,0.00008869702,0.0003148023,0.00005933451,0.0001615848,0.000341452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004774941,"about_ca_system_score_gemma":0.00000917662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001322345,"about_ca_topic_score_gemma":0.000002166483,"domain_scores_codex":[0.9987373,0.0000961558,0.0002588327,0.0003628928,0.0002922786,0.0002525626],"domain_scores_gemma":[0.9993491,0.0001121411,0.0001370774,0.0003092604,0.00003202012,0.00006045735],"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":[0.0001026269,0.0004734052,0.00111584,0.0001045216,0.00002326754,0.00006674307,0.001177227,0.0003878174,0.2908809,0.0002461132,0.005107915,0.7003136],"study_design_scores_gemma":[0.0003493281,0.001294981,0.02548148,0.000116045,0.00001032006,0.0001177366,0.00002275061,0.08745557,0.8811786,0.00005245131,0.003668308,0.0002524851],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784354,0.00001324063,0.0005285158,0.0002924318,0.0004484597,0.0001799132,0.0000145952,0.0001474506,0.01994001],"genre_scores_gemma":[0.9931401,0.0001683851,0.0008578602,0.0001611817,0.0001360385,0.00001458234,0.000001375941,0.00001817583,0.005502273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7000611,"threshold_uncertainty_score":0.5798433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0216447617518344,"score_gpt":0.2503355130673611,"score_spread":0.2286907513155267,"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."}}