{"id":"W2020169967","doi":"10.1136/bmjopen-2014-007064","title":"How safe are our paediatric emergency departments? Protocol for a national prospective cohort study","year":2014,"lang":"en","type":"article","venue":"BMJ Open","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Alberta Children's Hospital; Children's Hospital of Eastern Ontario; University of Calgary; University of Alberta; University of Ottawa","funders":"Canadian Institutes of Health Research; University of Ottawa","keywords":"Medicine; Emergency department; Prospective cohort study; Population; Public health; Pediatrics; Emergency medicine; Patient safety; Cohort; Medical emergency; Health care; Family medicine; Environmental health; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.05739281,0.002833369,0.004010194,0.003132847,0.003601681,0.003019867,0.002918702,0.003939194,0.06713165],"category_scores_gemma":[0.046324,0.002927052,0.003167341,0.004303385,0.002263696,0.003485769,0.002148786,0.005326902,0.01398278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005945278,"about_ca_system_score_gemma":0.02471695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008596475,"about_ca_topic_score_gemma":0.01183244,"domain_scores_codex":[0.9711683,0.01676963,0.005703589,0.002218914,0.002501403,0.001638093],"domain_scores_gemma":[0.9690157,0.007148917,0.00465342,0.004865542,0.01184031,0.002476067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.1495743,0.01906588,0.04220349,0.08745998,0.002718235,0.002759092,0.01121724,0.008692008,0.003642455,0.02557196,0.4799048,0.1671905],"study_design_scores_gemma":[0.173154,0.02747732,0.1372446,0.05328002,0.001795873,0.001278444,0.01020406,0.009848104,0.003221473,0.01719773,0.5641297,0.001168677],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001414997,0.0001509523,0.002136572,0.0003024079,0.0002381524,0.9880325,0.006531065,0.00004921199,0.001144177],"genre_scores_gemma":[0.001579988,0.00008717037,0.002053577,0.0002044851,0.00002399349,0.9950387,0.0007693195,0.000004841133,0.0002378756],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06713165,"threshold_uncertainty_score":0.3035258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2073858338308283,"score_gpt":0.5538822480703939,"score_spread":0.3464964142395656,"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."}}