{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002360886,0.0007933904,0.01335097,0.000701006,0.00009710655,0.00004794864,0.0002044249,0.0003227275,0.0002060351],"category_scores_gemma":[0.001620173,0.0004337337,0.001292498,0.001790858,0.0001404786,0.0001157069,0.0001803809,0.000615915,0.00008875575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002923293,"about_ca_system_score_gemma":0.000290962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001348623,"about_ca_topic_score_gemma":0.00003174817,"domain_scores_codex":[0.9938839,0.001798721,0.002146463,0.0009489,0.0006089656,0.0006130717],"domain_scores_gemma":[0.9957075,0.00151735,0.0007018301,0.001214666,0.0002968578,0.0005618733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001738934,0.00007562961,0.001002303,0.8831893,0.1037435,0.0001428146,0.00002759883,7.150746e-9,2.575109e-8,0.0002727493,0.00003954705,0.01148923],"study_design_scores_gemma":[0.0006410564,0.000125025,0.0007232394,0.2994168,0.6878023,0.0001147435,0.00002475935,5.266503e-7,1.537747e-7,0.00002347498,0.01071877,0.0004091574],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005816835,0.9931917,0.00002065054,0.0005834533,0.00003063969,0.005331405,0.0002879889,0.00005145132,0.0004968537],"genre_scores_gemma":[0.00008781538,0.9965028,0.0002014989,0.0001549417,0.00006281093,0.00168829,0.0001294733,0.00006417259,0.001108212],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5840589,"threshold_uncertainty_score":0.9998115,"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."}}