{"id":"W2529582893","doi":"10.1111/epi.13564","title":"Quality and safety in adult epilepsy monitoring units: A systematic review and meta‐analysis","year":2016,"lang":"en","type":"review","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Alberta Health Services; Hotchkiss Brain Institute; University of Calgary","funders":"Alberta Health; Hotchkiss Brain Institute, University of Calgary","keywords":"Checklist; Observational study; Medicine; Systematic review; Adverse effect; Meta-analysis; Strengthening the reporting of observational studies in epidemiology; Descriptive statistics; Epilepsy; MEDLINE; Patient safety; Emergency medicine; Psychology; Health care; Internal medicine; Psychiatry; Statistics","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":[0.02819834,0.002521876,0.01820465,0.00726996,0.0007804247,0.00389883,0.002445163,0.002414236,0.003350483],"category_scores_gemma":[0.07704674,0.001484049,0.04147856,0.009250625,0.000940653,0.002507737,0.001791026,0.002146363,0.0002186224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003643784,"about_ca_system_score_gemma":0.0057183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006369039,"about_ca_topic_score_gemma":0.01067979,"domain_scores_codex":[0.9733105,0.01331123,0.007740885,0.001960919,0.003040264,0.0006361178],"domain_scores_gemma":[0.9349719,0.04617689,0.01287244,0.001461422,0.004030243,0.0004871035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002054745,0.00005287646,0.008308372,0.48224,0.4916076,0.0001170542,0.0001162318,0.0005710693,0.0001160946,0.0001726326,0.0006545066,0.01398866],"study_design_scores_gemma":[0.0009078464,0.0004374863,0.008495413,0.07088546,0.9164383,0.0001348213,0.00007188212,0.0003814179,0.0001377682,0.0002756662,0.001795362,0.00003861527],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005058503,0.9929748,0.0005690258,0.0002724324,0.0001167087,0.0003457463,0.0004347326,0.00001819535,0.0002098934],"genre_scores_gemma":[0.2103035,0.7817651,0.003178135,0.001078496,0.0004123943,0.002008962,0.001005895,0.00003299988,0.0002144316],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02819834,"threshold_uncertainty_score":0.1491289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1279042358095027,"score_gpt":0.4230975871904091,"score_spread":0.2951933513809064,"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."}}