{"id":"W2183107862","doi":"10.1017/s1481803500009258","title":"Strategies for managing a busy emergency department","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Emergency department; Medicine; Medical emergency; Patient care; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004146517,0.001349713,0.0007370565,0.00346492,0.0100561,0.006892186,0.003088729,0.005886036,0.01007392],"category_scores_gemma":[0.02163137,0.0005511311,0.0010142,0.001289277,0.001602338,0.005428225,0.007185276,0.00789147,0.002333369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003909591,"about_ca_system_score_gemma":0.01596075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006711905,"about_ca_topic_score_gemma":0.02098189,"domain_scores_codex":[0.9964005,0.001436907,0.0003826774,0.0002800871,0.000783518,0.0007163212],"domain_scores_gemma":[0.9892169,0.001929288,0.0009111045,0.0002098008,0.002143706,0.005589147],"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":[0.0001881439,0.001504199,0.04232962,0.001606176,0.0001625989,0.01954945,0.01986264,0.0008534261,0.001045839,0.02000781,0.5112491,0.381641],"study_design_scores_gemma":[0.0003696991,0.0008766067,0.04506871,0.01294305,0.0004433708,0.03077011,0.14629,0.002116778,0.0009848531,0.08304657,0.6766697,0.0004206703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05513563,0.03443214,0.02407621,0.7184801,0.01901729,0.001110594,0.0002299765,0.0007522819,0.1467658],"genre_scores_gemma":[0.6215051,0.0701381,0.1198153,0.1233028,0.02276413,0.003414213,0.0007862136,0.0002876505,0.03798643],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01007392,"threshold_uncertainty_score":0.03370064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06991691394713531,"score_gpt":0.3523925125119183,"score_spread":0.282475598564783,"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."}}