{"id":"W4375945401","doi":"10.1017/cjn.2023.58","title":"Patient Safety in Canadian Epilepsy Monitoring Units: A Survey of Current Practices","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research; Université de Montréal; TD Bank; Savoy Foundation; Sunovion; Réseau en Bio-Imagerie du Quebec; Eisai","keywords":"Medical emergency; Medicine; Evening; Emergency medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001466483,0.0002537112,0.0002721826,0.001382876,0.002030825,0.0008874949,0.001174374,0.0005043838,0.001892956],"category_scores_gemma":[0.00682731,0.0002937319,0.0002990758,0.004043658,0.0008418385,0.000572135,0.001017214,0.0005339134,0.0001734536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01883335,"about_ca_system_score_gemma":0.02109353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9635796,"about_ca_topic_score_gemma":0.9619097,"domain_scores_codex":[0.9974641,0.0002550234,0.0002014928,0.0001965561,0.001378303,0.0005045468],"domain_scores_gemma":[0.993627,0.0006138557,0.001887217,0.0001076737,0.002396444,0.00136782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009076488,0.00005938836,0.9598623,0.0002712379,0.00003075889,0.000216443,0.009893307,0.0001199586,0.0003375755,0.0001156024,0.005249481,0.02375333],"study_design_scores_gemma":[0.000005374317,0.00006533916,0.988587,0.00007350736,0.000006700775,0.0001152575,0.007889876,0.0002376962,0.00005979596,0.00001272577,0.002931266,0.00001558766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914962,0.0008353857,0.0001631757,0.002074218,0.00001541536,0.00007128372,0.00201691,0.0000213229,0.003306183],"genre_scores_gemma":[0.997084,0.0009131122,0.0003508291,0.0005124639,0.00000907375,0.00003110634,0.0005945269,0.000005331757,0.0004996752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0364204,"threshold_uncertainty_score":0.1366462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1341637303716188,"score_gpt":0.3412010133038507,"score_spread":0.2070372829322319,"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."}}