{"id":"W2148961698","doi":"10.1093/cid/civ399","title":"Diagnosis of Febrile Illnesses Other Than Ebola Virus Disease at an Ebola Treatment Unit in Sierra Leone: Table 1.","year":2015,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Canadian Armed Forces; Department of National Defence; Western University","funders":"Wellcome Trust","keywords":"Sierra leone; Ebola virus; Medicine; Medical diagnosis; Intensive care medicine; Disease; Virology; Ebola Hemorrhagic Fever; Ebolavirus; Medical emergency; Outbreak; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003951514,0.0003132946,0.000801127,0.00028028,0.0001442053,0.00004849501,0.0001235021,0.000172867,0.0009263363],"category_scores_gemma":[0.001484007,0.0002457483,0.0003691629,0.0006307711,0.0004463214,0.0002946489,0.0001322013,0.0002303349,0.0001611217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002687598,"about_ca_system_score_gemma":0.0006964525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005799091,"about_ca_topic_score_gemma":0.004714635,"domain_scores_codex":[0.9973152,0.0004324274,0.0007734559,0.0005776756,0.0004042469,0.0004970413],"domain_scores_gemma":[0.9966463,0.0005917044,0.0001714591,0.0006867882,0.0003171258,0.001586563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008414718,0.009026906,0.9783798,0.00008028905,0.0001506024,0.0001268,0.00007066504,0.0001609106,0.0001010099,0.00008988283,0.001871251,0.00910045],"study_design_scores_gemma":[0.006105347,0.003640279,0.9552394,0.0001803952,0.0004498864,0.000009951601,0.0001309451,0.0004137282,0.001390978,0.0004298643,0.03166877,0.000340497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935703,0.001628888,0.00001388403,0.0002349764,0.0004356297,0.000803902,0.0003638622,0.0001645875,0.002783918],"genre_scores_gemma":[0.9958472,0.001430556,0.000007400436,0.0003072382,0.0004512451,0.0004069269,0.0001336282,0.00006010945,0.001355659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02979752,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1282800957254442,"score_gpt":0.4307773167138615,"score_spread":0.3024972209884172,"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."}}