{"id":"W3024764299","doi":"","title":"Maintaining staff and patient safety in 'ED'.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mill; Health care; Nursing; Operations management; Medical emergency; Management; Engineering; Business; Medicine; Political science; Law; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008188584,0.0004022986,0.0002887584,0.001282054,0.002168582,0.007774317,0.0008088386,0.004295815,0.00771224],"category_scores_gemma":[0.0329818,0.0002587277,0.00034991,0.001579753,0.004742138,0.004469502,0.002380448,0.003663214,0.001112157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006624032,"about_ca_system_score_gemma":0.01192537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01482105,"about_ca_topic_score_gemma":0.02343878,"domain_scores_codex":[0.9913616,0.004881451,0.0003765731,0.0004032346,0.00190927,0.001067881],"domain_scores_gemma":[0.970951,0.013718,0.004452808,0.0008197232,0.005035637,0.005022838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001108477,0.0001170399,0.02180903,0.0006579236,0.0001080829,0.0002935543,0.003811329,0.003099859,0.0002106767,0.2914731,0.4910318,0.1872769],"study_design_scores_gemma":[0.0000504945,0.0003337241,0.05431061,0.002482688,0.00008177025,0.0007736036,0.01300668,0.00276195,0.0005181047,0.2267014,0.6988481,0.0001309392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01608812,0.0332237,0.008933458,0.8032104,0.006743253,0.00004613091,0.0002215469,0.00008412114,0.1314492],"genre_scores_gemma":[0.7597668,0.06285505,0.009597186,0.09670421,0.01046427,0.00007959515,0.0001442946,0.00007658935,0.06031213],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01482105,"threshold_uncertainty_score":0.04806089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03211669498310133,"score_gpt":0.2129491340169199,"score_spread":0.1808324390338186,"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."}}