{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00103666,0.0003335307,0.0006312379,0.0007772398,0.0001433388,0.00005483661,0.0002705654,0.000228138,0.0004639427],"category_scores_gemma":[0.0002510779,0.0002959302,0.0001717552,0.000875002,0.0001571552,0.000244844,0.00009028229,0.0006736584,0.0003302383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002655854,"about_ca_system_score_gemma":0.0001738847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004498637,"about_ca_topic_score_gemma":0.0001417667,"domain_scores_codex":[0.9965489,0.0004210557,0.0006504388,0.0006600165,0.0007571692,0.0009624457],"domain_scores_gemma":[0.9976161,0.0001698463,0.0001350196,0.0009998605,0.0001056762,0.0009734633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001720177,0.001543319,0.9032863,0.00002642748,0.00001983215,0.0001855343,0.0002491958,9.84388e-7,0.002881409,0.0003566166,0.00003940899,0.09123895],"study_design_scores_gemma":[0.002870977,0.00112698,0.9878575,0.0001000676,0.00008039166,0.00002082953,0.0002718138,0.00001238717,0.00532363,0.00005356371,0.002010014,0.0002718106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951352,0.0001236202,0.00002813379,0.0002557683,0.0002916231,0.0008592852,0.00001946177,0.0001736614,0.003113231],"genre_scores_gemma":[0.9967452,0.00006292434,0.001235557,0.00009364451,0.000417973,0.0004386575,0.0001111459,0.00006423654,0.000830644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09096713,"threshold_uncertainty_score":0.9999493,"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."}}