{"id":"W2330376612","doi":"10.1097/01.eem.0000410029.34316.17","title":"Emergency Medicineʼs Cost Problem in a Volatile Market","year":2011,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Health care; Outsourcing; Business; Medicine; Economics; Economic growth; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001412768,0.0002753085,0.000624811,0.0005954941,0.00007696854,0.000001732341,0.0003884829,0.0001234228,0.1056036],"category_scores_gemma":[0.0003568115,0.0002684248,0.00009548892,0.0008589193,0.00005767483,0.0001894788,0.00008693851,0.0002820359,0.0007625297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010312,"about_ca_system_score_gemma":0.00002942459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04862558,"about_ca_topic_score_gemma":0.007325167,"domain_scores_codex":[0.9966487,0.00005647305,0.00195196,0.0005867117,0.0001024678,0.0006537306],"domain_scores_gemma":[0.9986525,0.00001985645,0.0004452605,0.0005568184,0.00004412436,0.0002814018],"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":[0.00004311302,0.000187278,0.2237001,0.0002265622,0.00004645579,0.00001404058,0.006558222,0.000001415028,0.000005689973,0.1247432,0.6399951,0.004478803],"study_design_scores_gemma":[0.0009267838,0.0002586064,0.1053182,0.00007793887,0.00001111159,0.000001973734,0.0005054351,0.0004614408,0.000003491135,0.06691826,0.8251821,0.0003345964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008625487,0.004897131,0.001865058,0.01185789,0.004339549,0.001106521,0.00003097439,0.00008415976,0.9671932],"genre_scores_gemma":[0.88424,0.02629704,0.001590018,0.001874808,0.002222388,0.0007734696,0.00006104463,0.0001359666,0.08280531],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8843879,"threshold_uncertainty_score":0.9999768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1293771665297612,"score_gpt":0.3117106351012261,"score_spread":0.1823334685714649,"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."}}