{"id":"W2157909664","doi":"10.1111/j.1553-2712.2011.01171.x","title":"Work Pressure and Patient Flow Management in the Emergency Department: Findings From an Ethnographic Study","year":2011,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for International Governance Innovation","funders":"","keywords":"Emergency department; Medicine; Documentation; Medical emergency; Redress; Emergency medicine; Nursing","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":[0.006732435,0.0003549437,0.0003042105,0.001849873,0.003687573,0.002299413,0.0009827095,0.0007075412,0.001177119],"category_scores_gemma":[0.0173221,0.0004441606,0.0002443162,0.00124722,0.003755903,0.002754101,0.003204761,0.001021876,0.0001268965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370271,"about_ca_system_score_gemma":0.002422856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005538071,"about_ca_topic_score_gemma":0.01061114,"domain_scores_codex":[0.9940038,0.004720704,0.000242827,0.0002502466,0.0002949323,0.0004874931],"domain_scores_gemma":[0.9835923,0.01285287,0.001611329,0.0004689373,0.0007381845,0.0007363614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003590461,0.0001704804,0.04315956,0.000182512,0.000007672609,0.0009627367,0.9460546,0.00005792873,0.0004820023,0.0003973818,0.000267893,0.008221431],"study_design_scores_gemma":[0.000006493278,0.0001405437,0.01766824,0.0001731968,0.000007533152,0.000362219,0.9788746,0.00008085412,0.0002146691,0.0001348694,0.002325687,0.00001100511],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965145,0.0002049828,0.001032,0.0003861017,0.00001189267,0.0001201654,0.0000550095,0.000005470056,0.001669989],"genre_scores_gemma":[0.997623,0.0004949735,0.000978882,0.000175818,0.0000136201,0.0001900723,0.00003392949,0.000004574021,0.0004851493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006732435,"threshold_uncertainty_score":0.03560495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05507543792517352,"score_gpt":0.3348183641078747,"score_spread":0.2797429261827012,"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."}}