{"id":"W2885173195","doi":"10.1016/j.nmni.2018.08.008","title":"Evaluation of visual triage for screening of Middle East respiratory syndrome coronavirus patients","year":2018,"lang":"en","type":"article","venue":"New Microbes and New Infections","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Triage; Medicine; Middle East respiratory syndrome coronavirus; Christian ministry; Middle East respiratory syndrome; Referral; Coronavirus disease 2019 (COVID-19); Internal medicine; Emergency medicine; Pediatrics; Disease; Infectious disease (medical specialty); Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001257817,0.0005209828,0.0003948989,0.00172475,0.0003992917,0.0007906642,0.0004798078,0.0005518818,0.001355288],"category_scores_gemma":[0.007313713,0.0001946778,0.0004186275,0.0008830737,0.0003831091,0.0006968218,0.0005515263,0.0004977223,0.0002915321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005799228,"about_ca_system_score_gemma":0.0007042835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00416145,"about_ca_topic_score_gemma":0.00453397,"domain_scores_codex":[0.9988772,0.0004245659,0.0001646502,0.0001190951,0.0002182724,0.000196162],"domain_scores_gemma":[0.9974272,0.0005557214,0.0008898113,0.00006950497,0.000577444,0.0004803194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002385807,0.00004226395,0.9933174,0.00002953591,0.00001988094,0.0004349572,0.0001247882,0.0001145825,0.0003240062,0.0000202411,0.0004185046,0.004915333],"study_design_scores_gemma":[0.00002667174,0.0006695017,0.9918323,0.0000590273,0.00004475861,0.00278291,0.0009619489,0.002412278,0.0005287549,0.0000682173,0.0005954513,0.00001818607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972699,0.0004787753,0.0004149485,0.0002060362,0.00005037009,0.00005791935,0.0001691113,0.00001845263,0.001334374],"genre_scores_gemma":[0.9990313,0.0001915391,0.0003685417,0.00004651117,0.00002760294,0.00001720598,0.0002032984,0.000001975755,0.0001119685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00416145,"threshold_uncertainty_score":0.008274436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2037802175583008,"score_gpt":0.4148764557117309,"score_spread":0.21109623815343,"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."}}