{"id":"W2118978178","doi":"10.1016/j.yebeh.2014.01.021","title":"Quality indicators in an epilepsy monitoring unit","year":2014,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; Hotchkiss Brain Institute; University of Calgary","funders":"Department of Clinical Neurosciences, University of Calgary","keywords":"Epilepsy; Medicine; Adverse effect; Population; Emergency medicine; Quality management; Health care; Patient safety; Demographics; Medical emergency; Intensive care medicine; Pediatrics; Operations management; Psychiatry; Internal medicine; Environmental health; Management system","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":[0.005316465,0.0003526631,0.0008154553,0.00311559,0.001164915,0.00276843,0.0009863015,0.0009742359,0.002218448],"category_scores_gemma":[0.03593279,0.0003228145,0.0006822213,0.006007459,0.0004061845,0.002390869,0.002213916,0.00156309,0.0002300577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005496086,"about_ca_system_score_gemma":0.005422938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03069134,"about_ca_topic_score_gemma":0.02369242,"domain_scores_codex":[0.991141,0.003595272,0.00199735,0.0005331606,0.001508111,0.001225144],"domain_scores_gemma":[0.9638494,0.008437203,0.01195209,0.0005384514,0.005793449,0.009429337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002402,0.0001842078,0.9892882,0.00005734768,0.0000657887,0.0001696319,0.0001906808,0.0006112587,0.00003313418,0.0001971969,0.001562015,0.007400315],"study_design_scores_gemma":[0.0000457013,0.0007597119,0.9908741,0.0001153554,0.00007859559,0.0002485447,0.001325397,0.00489392,0.0001205237,0.0003469424,0.001161791,0.00002929381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838652,0.002022593,0.001170749,0.006820648,0.0001552817,0.0001330451,0.00220653,0.00005242448,0.003573618],"genre_scores_gemma":[0.9969087,0.0004543791,0.001077813,0.0003162349,0.0001052398,0.00005738385,0.0008746393,0.00001062392,0.0001948594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03069134,"threshold_uncertainty_score":0.06102538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06338251377925683,"score_gpt":0.3959131381086601,"score_spread":0.3325306243294033,"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."}}