{"id":"W1982714610","doi":"10.5430/jha.v3n3p17","title":"Quick diagnostic unit integrated in an emergency department setting reduces medical admissions – an observational study","year":2013,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overcrowding; Observational study; Emergency department; Medicine; Emergency medicine; Medical emergency; Unit (ring theory); Public health; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001961981,0.0003089793,0.000592526,0.0008017737,0.0007791047,0.001044496,0.0007454228,0.0009517391,0.003425412],"category_scores_gemma":[0.009017318,0.0006681175,0.001086485,0.001407236,0.0005485553,0.001098808,0.001188113,0.001484786,0.0002707191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195236,"about_ca_system_score_gemma":0.001656215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007424155,"about_ca_topic_score_gemma":0.009388673,"domain_scores_codex":[0.996627,0.00143482,0.0004238138,0.0004826414,0.0004553924,0.0005763615],"domain_scores_gemma":[0.9912167,0.001808481,0.004593243,0.0003888913,0.000530998,0.001461749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006689186,0.001172902,0.9953538,0.0000937635,0.0001764953,0.0001536822,0.0003617052,0.00004071668,0.00008361741,0.00002858906,0.0003061595,0.001559701],"study_design_scores_gemma":[0.00008998856,0.001615415,0.995681,0.00005639095,0.00009513374,0.0002644343,0.001607427,0.0001573035,0.00003993317,0.000020054,0.0003570744,0.00001572802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992742,0.0002095354,0.00003933009,0.00004624707,0.000009799645,0.00003532736,0.0001917947,8.811281e-7,0.0001929924],"genre_scores_gemma":[0.9991562,0.0001886975,0.0001149965,0.00008647452,0.00002061879,0.0000458797,0.0002813245,0.000001445842,0.0001043018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007424155,"threshold_uncertainty_score":0.01476187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06323462611235571,"score_gpt":0.3811391775370388,"score_spread":0.3179045514246831,"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."}}