{"id":"W2066676039","doi":"10.1097/pec.0b013e31819a7e20","title":"Impact of an Observation Unit and an Emergency Department-Admitted Patient Transfer Mandate in Decreasing Overcrowding in a Pediatric Emergency Department","year":2009,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Children's Hospital","funders":"","keywords":"Emergency department; Medicine; Mandate; Emergency medicine; Overcrowding; Triage; Transfer (computing); Medical emergency; Nursing; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004175866,0.0005342379,0.0003566531,0.0004301247,0.0003687627,0.0007630094,0.001056026,0.0007144936,0.001416149],"category_scores_gemma":[0.01728875,0.0003960909,0.0007365345,0.000288817,0.0005549735,0.0007171421,0.001091597,0.0005086064,0.00006651001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003458983,"about_ca_system_score_gemma":0.004444612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01234501,"about_ca_topic_score_gemma":0.01660943,"domain_scores_codex":[0.9963048,0.002392747,0.0001649633,0.0002131521,0.0004195663,0.0005047627],"domain_scores_gemma":[0.9868605,0.007926508,0.002939113,0.0003045704,0.0006413791,0.001327986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.01134399,0.006183968,0.4032158,0.000471224,0.0009374644,0.0006849299,0.0004530753,0.5462863,0.004779956,0.001906136,0.0006594717,0.02307762],"study_design_scores_gemma":[0.001969958,0.02931212,0.4208867,0.0002093144,0.0009472872,0.0003796403,0.001726936,0.5343944,0.007278062,0.0009588,0.001812035,0.0001247462],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986038,0.00004415588,0.0006522257,0.00006786908,0.000008199821,0.00006123495,0.00004835908,0.000007350096,0.0005069147],"genre_scores_gemma":[0.9991224,0.00002260137,0.0007076988,0.00002044028,0.000003154805,0.00003820471,0.00002959484,0.000001021926,0.00005495966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01234501,"threshold_uncertainty_score":0.02509677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02319224866904932,"score_gpt":0.3210761477328639,"score_spread":0.2978838990638145,"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."}}