{"id":"W1976226487","doi":"10.1111/j.1553-2712.2009.00606.x","title":"Global Crowding: Opportunities for Regionalization in Emergency Care","year":2009,"lang":"en","type":"letter","venue":"Academic Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Rochester","keywords":"Medicine; Crowding; Emergency department; Referral; Medicaid; Emergency medicine; Medical emergency; Health care; Intervention (counseling); Family medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006597196,0.0007167236,0.0007963348,0.001690541,0.003344278,0.01071051,0.002807331,0.006915221,0.01247237],"category_scores_gemma":[0.01210754,0.0005070707,0.001167613,0.001403222,0.005916454,0.01248605,0.008828672,0.01107275,0.001666524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004131048,"about_ca_system_score_gemma":0.004741195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002867003,"about_ca_topic_score_gemma":0.01064104,"domain_scores_codex":[0.9969502,0.00122509,0.0001922808,0.0003895809,0.0006766813,0.000566185],"domain_scores_gemma":[0.9901423,0.00576909,0.000800866,0.0003725598,0.001096541,0.001818679],"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":[0.00003995987,0.00002715096,0.002771947,0.0005974254,0.00002918106,0.0004880813,0.001914516,0.000309522,0.00009778631,0.03163046,0.8511394,0.1109545],"study_design_scores_gemma":[0.00001112194,0.00003267057,0.001761164,0.0008382018,0.0000238608,0.0004993069,0.003104604,0.000329307,0.00007556467,0.01776711,0.9755231,0.00003395588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00213711,0.06612661,0.00329119,0.8417545,0.07457673,0.00003917938,0.0001064353,0.0001408303,0.0118275],"genre_scores_gemma":[0.08773386,0.1629032,0.005324569,0.333651,0.4015931,0.0001517468,0.0002688488,0.0005329764,0.007840727],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01247237,"threshold_uncertainty_score":0.04172421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259759599537921,"score_gpt":0.3850107657122574,"score_spread":0.2590348057584653,"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."}}