{"id":"W2801577334","doi":"10.1155/2018/6821323","title":"An Evaluation of a Modified CTAS at an Accident and Emergency Department in a Developing Country","year":2018,"lang":"en","type":"article","venue":"Emergency Medicine International","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Accident and emergency; Medical emergency; MEDLINE; Psychiatry","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":[0.004245766,0.0004245016,0.000488237,0.004652007,0.0005654352,0.001204487,0.0009172226,0.0004227772,0.00153585],"category_scores_gemma":[0.02475658,0.0002943835,0.0005514979,0.006519039,0.000711861,0.0008310383,0.0006109076,0.0005368556,0.0001821456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00523901,"about_ca_system_score_gemma":0.008526595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.148857,"about_ca_topic_score_gemma":0.1969701,"domain_scores_codex":[0.9964364,0.001256789,0.0005679902,0.0002063847,0.001266301,0.0002661739],"domain_scores_gemma":[0.9825266,0.003137388,0.004992525,0.0002636943,0.008122841,0.0009568979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003566332,0.000119205,0.9689145,0.001479235,0.0001926692,0.0007065444,0.001127211,0.0002327976,0.0002694883,0.0001332157,0.001812638,0.02465587],"study_design_scores_gemma":[0.00002950788,0.0005362,0.9908088,0.0007413857,0.0001781081,0.001102839,0.002897148,0.00030876,0.0001097596,0.00002850113,0.003233481,0.00002548955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800264,0.01184499,0.0003736846,0.001095178,0.0001666052,0.0004372667,0.001631599,0.00001937579,0.004405057],"genre_scores_gemma":[0.9910721,0.006065522,0.001167285,0.0002731505,0.00008787346,0.0001487106,0.0008596064,0.000007770771,0.0003179661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.148857,"threshold_uncertainty_score":0.2959812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07189079530325529,"score_gpt":0.4146747923835044,"score_spread":0.3427839970802491,"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."}}