{"id":"W1981700415","doi":"10.1111/j.1742-6723.2009.01226.x","title":"Emergency demand access block and patient safety: A call for national leadership","year":2009,"lang":"en","type":"letter","venue":"Emergency Medicine Australasia","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Medicine; Context (archaeology); Surprise; Patient safety; Emergency department; Medical emergency; Health care; Emergency medicine; Family medicine; Nursing; Law; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004326622,0.001073376,0.001537443,0.000544265,0.0003886857,0.000008648834,0.000409327,0.001042229,0.005776324],"category_scores_gemma":[0.0009109984,0.0008735759,0.0005021535,0.0006037763,0.0002741545,0.0002043209,0.0001172812,0.001798248,0.00002438433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001641703,"about_ca_system_score_gemma":0.000210424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005550049,"about_ca_topic_score_gemma":0.00006806205,"domain_scores_codex":[0.9939352,0.0001144656,0.001995669,0.001277528,0.001479395,0.001197763],"domain_scores_gemma":[0.9971863,0.0001341109,0.0005893704,0.0005336881,0.001216481,0.0003400167],"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":[0.0001689885,0.00008870725,0.00123745,0.002010904,0.0007106841,0.0001490299,0.000758124,0.000002047213,0.00010238,0.00004445787,0.9934929,0.001234315],"study_design_scores_gemma":[0.001623042,0.001638088,0.005591684,0.0008231496,0.001207479,0.0001682315,0.0002970681,0.00002295774,0.0000611928,0.0007338129,0.9870141,0.0008192231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002156789,0.02425813,0.00008654198,0.9409489,0.00674097,0.002870136,0.0003861119,0.0002107563,0.02234164],"genre_scores_gemma":[0.03600685,0.06776161,0.0005826849,0.6221229,0.06131267,0.001278719,0.004488464,0.0006333656,0.2058128],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.318826,"threshold_uncertainty_score":0.9993715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022008095310215,"score_gpt":0.3635190501030065,"score_spread":0.261318240571985,"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."}}