{"id":"W4398236700","doi":"10.1111/epi.18021","title":"Detection of focal to bilateral tonic–clonic seizures using a connected shirt","year":2024,"lang":"en","type":"article","venue":"Epilepsia","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Fonds de Recherche du Québec - Santé; Institut de Valorisation des Données; Université de Montréal","keywords":"Receiver operating characteristic; Epilepsy; Medicine; False positive rate; ALARM; Confidence interval; False alarm; Latency (audio); Computer science; Artificial intelligence; Internal medicine; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006200626,0.0007119325,0.0005727769,0.000741959,0.0001367047,0.0003544847,0.0003403527,0.0004469008,0.001123017],"category_scores_gemma":[0.001943986,0.0001325108,0.0004245486,0.0002685691,0.0001485566,0.000354307,0.0003634225,0.0002157621,0.000640104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001802051,"about_ca_system_score_gemma":0.0002266679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006277436,"about_ca_topic_score_gemma":0.001018548,"domain_scores_codex":[0.9996058,0.0001011883,0.00002628515,0.0001029539,0.0001342708,0.00002942276],"domain_scores_gemma":[0.999413,0.0002036544,0.0001250573,0.00003384736,0.000181494,0.00004294594],"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":[0.002235782,0.0005644353,0.1598432,0.0004271778,0.0003832721,0.0007636543,0.0001256621,0.03745032,0.1205375,0.0002392849,0.001272836,0.6761569],"study_design_scores_gemma":[0.0001410495,0.002886714,0.1786806,0.00009121357,0.0001892585,0.003240812,0.0001146222,0.7726667,0.03923807,0.0004775905,0.002218618,0.00005473913],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7851166,0.0008696363,0.210236,0.0001632405,0.0001175177,0.0002504641,0.000305383,0.0009713325,0.001969818],"genre_scores_gemma":[0.915481,0.0002390333,0.08267003,0.00008876072,0.00005457522,0.0000886625,0.0002791421,0.00002618877,0.001072664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001123017,"threshold_uncertainty_score":0.003756821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03688668876952515,"score_gpt":0.3054806322302295,"score_spread":0.2685939434607044,"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."}}