{"id":"W2142014242","doi":"10.5539/gjhs.v8n1p90","title":"Utilization of the Emergency Department and Predicting Factors Associated With Its Use at the Saudi Ministry of Health General Hospitals","year":2015,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Christian ministry; Medicine; Emergency department; Family medicine; Outpatient clinic; Health care; Cross-sectional study; Primary health care; Healthcare service; Emergency medicine; Medical emergency; Environmental health; Nursing; Population; 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":[0.00049403,0.0002375626,0.0001456941,0.0006343757,0.0002591103,0.0005167454,0.0003409091,0.000331206,0.001546284],"category_scores_gemma":[0.002369686,0.0001776145,0.0002780416,0.0007080737,0.0001719907,0.0003500553,0.0004402336,0.0005470205,0.0001813742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007145941,"about_ca_system_score_gemma":0.0006787957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02407816,"about_ca_topic_score_gemma":0.02420692,"domain_scores_codex":[0.9996322,0.0001048409,0.0000604173,0.00002891575,0.00006430958,0.0001092008],"domain_scores_gemma":[0.9979244,0.0002106964,0.001120052,0.00005579779,0.0002965764,0.0003924819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002841125,0.00003180347,0.9984773,0.00001391836,0.00001046058,0.00004536366,0.000106365,0.00003214873,0.00005598765,0.00001029626,0.0001503045,0.001037593],"study_design_scores_gemma":[0.000002669802,0.00005436446,0.9986882,0.00001790995,0.000006614419,0.0001188335,0.0006978029,0.0002139103,0.00002567148,0.000007767379,0.0001633293,0.000002928024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990796,0.0001897904,0.00001883527,0.0001478394,0.000004158299,0.000008037399,0.0001799264,0.000001657727,0.0003702011],"genre_scores_gemma":[0.9994891,0.0001660825,0.00003510628,0.00003791491,0.000006879617,0.000003683798,0.0001794827,5.798084e-7,0.00008110458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02407816,"threshold_uncertainty_score":0.047876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08746791760722669,"score_gpt":0.3710990445580405,"score_spread":0.2836311269508138,"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."}}