{"id":"W2762395658","doi":"10.14740/jocmr3165w","title":"Overcrowding and Its Association With Patient Outcomes in a Median-Low Volume Emergency Department","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overcrowding; Crowding; Emergency department; Medicine; Emergency medicine; Confidence interval; Internal medicine; Psychiatry","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":[0.001577459,0.000249997,0.0002635088,0.0009113815,0.0004845638,0.0007839556,0.0005123033,0.0002836107,0.001252692],"category_scores_gemma":[0.005512496,0.000193099,0.0003848779,0.0007965978,0.0004692913,0.0007126376,0.001153744,0.000663914,0.0001219309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007769332,"about_ca_system_score_gemma":0.0007022145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00337682,"about_ca_topic_score_gemma":0.004372347,"domain_scores_codex":[0.9989453,0.0003275562,0.0001708051,0.0001691828,0.0002115091,0.0001757722],"domain_scores_gemma":[0.9925345,0.001252628,0.004064164,0.0002734147,0.0006809346,0.001194319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007341291,0.00002586922,0.9991216,0.000009297975,0.0000174549,0.00003396928,0.00005532822,0.00006956617,0.00003422088,0.00001173748,0.00006073539,0.0004867667],"study_design_scores_gemma":[0.000004902861,0.0001238913,0.9986022,0.00001450667,0.00001196883,0.0001427055,0.0003867684,0.0005066149,0.00004487743,0.000049324,0.0001056099,0.000006636013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993662,0.0001057762,0.0001182925,0.00005173258,0.000006217427,0.000007522156,0.0001664471,0.000002537562,0.0001752822],"genre_scores_gemma":[0.9996513,0.00002936125,0.00009475317,0.00001739364,0.00001048036,0.000008147465,0.0001671561,0.000001036023,0.00002033496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00337682,"threshold_uncertainty_score":0.008342445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1647693672071793,"score_gpt":0.527653074400807,"score_spread":0.3628837071936277,"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."}}