{"id":"W2600617584","doi":"10.1017/cem.2017.7","title":"SGEM Hot Off the Press: Computer provider order entry (CPOE) and emergency department flow","year":2017,"lang":"en","type":"letter","venue":"Canadian Journal of Emergency Medicine","topic":"Medical Research and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McGill University; University of Saskatchewan; University of Calgary","funders":"","keywords":"Medicine; Order entry; Emergency department; Medical emergency; World Wide Web; Computer science; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005024272,0.0003753955,0.0007302549,0.001210603,0.004249925,0.004770488,0.001166023,0.01914394,0.01724553],"category_scores_gemma":[0.06205996,0.0003633813,0.0004934685,0.001445948,0.003120219,0.004237519,0.001718449,0.01811479,0.007364236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006939197,"about_ca_system_score_gemma":0.008786963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01353556,"about_ca_topic_score_gemma":0.02309766,"domain_scores_codex":[0.9953207,0.001556357,0.0005916387,0.0003988398,0.001759726,0.0003727289],"domain_scores_gemma":[0.9619256,0.02402272,0.002981768,0.0008584184,0.007116253,0.003095198],"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":[0.00004549024,0.00002729561,0.00155401,0.00008723416,0.000005758427,0.00148497,0.0003388761,0.00001900341,0.00005603116,0.002319686,0.9727649,0.02129676],"study_design_scores_gemma":[0.0001900215,0.0001749137,0.01035791,0.003214722,0.00005018363,0.007883309,0.003631518,0.0005991014,0.0003829089,0.01820515,0.9552033,0.0001070126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005884763,0.001854633,0.00004951513,0.981793,0.01114144,0.00001064985,0.0000397084,0.00001406352,0.004508645],"genre_scores_gemma":[0.02914316,0.01108093,0.0005863845,0.8420709,0.1043812,0.00005951233,0.0001080661,0.00005736249,0.01251251],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01914394,"threshold_uncertainty_score":0.05769205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2253353063682882,"score_gpt":0.4753193682564538,"score_spread":0.2499840618881655,"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."}}