{"id":"W3107649082","doi":"10.1016/j.yebeh.2020.107607","title":"Seizure detection devices: A survey of needs and preferences of patients and caregivers","year":2020,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Université de Montréal; McGill University Health Centre","funders":"Institut de Valorisation des Données; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canadian Institutes of Health Research; Université Laval","keywords":"Epilepsy; Psychology; Medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006531713,0.00009684692,0.0001773242,0.0000572456,0.00003996799,0.00002010666,0.000122217,0.00004920595,0.00001313106],"category_scores_gemma":[0.0001188776,0.00008318265,0.00002103927,0.000223959,0.000126963,0.0001311677,0.00007983617,0.00008071936,9.406365e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005236235,"about_ca_system_score_gemma":0.00001453679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003905318,"about_ca_topic_score_gemma":0.0001639395,"domain_scores_codex":[0.9992001,0.0001193539,0.0001886964,0.0002220263,0.0001555603,0.000114282],"domain_scores_gemma":[0.9995024,0.0001352674,0.0001338037,0.00007815206,0.0000691771,0.00008116627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005743577,0.00006482397,0.9071507,0.00004865594,0.000003113113,0.000001279085,0.003229534,0.000001573725,0.06673779,0.000003125728,0.00003678319,0.02266522],"study_design_scores_gemma":[0.0002802615,0.000414319,0.7989644,0.0000191693,0.00002046027,0.000001089516,0.0002610949,0.00006791951,0.1998288,0.000001519227,0.00006840529,0.00007257228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999438,0.00004679396,0.00003172762,0.00002472083,0.000102617,0.0001756521,0.000115333,0.00001899793,0.00004616001],"genre_scores_gemma":[0.9998409,0.00001979969,0.00004002836,0.00006436004,0.000008636737,0.000005987691,0.000003603039,0.00000640123,0.00001031788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.133091,"threshold_uncertainty_score":0.339209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04811404421334162,"score_gpt":0.2659604266483686,"score_spread":0.2178463824350269,"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."}}