{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005062093,0.00009498937,0.000223166,0.0001983376,0.0001041124,0.00001069029,0.00004078881,0.00008499858,0.00005018857],"category_scores_gemma":[0.0003268381,0.00008769936,0.00008990147,0.0002407818,0.0001061729,0.00008277805,0.00003617034,0.00007951233,0.000007562903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005159947,"about_ca_system_score_gemma":0.0004922891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008331023,"about_ca_topic_score_gemma":0.0002804307,"domain_scores_codex":[0.9990246,0.00005584094,0.0002773246,0.0001813102,0.0003016821,0.0001592285],"domain_scores_gemma":[0.998971,0.00008026654,0.0001079302,0.0001461744,0.0006397236,0.00005487836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000805869,0.0009903765,0.2028811,0.0002119033,0.0002940846,0.000001005646,0.0008978787,0.000002068181,0.5751663,0.0000821588,0.002997487,0.2156697],"study_design_scores_gemma":[0.03074501,0.01531975,0.3032716,0.0007994886,0.001228344,0.00005707547,0.0003252296,0.001060344,0.4931345,0.0004620494,0.1532361,0.000360559],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996281,0.000466789,0.001808158,0.00002532781,0.0001313767,0.0006958858,0.00002217518,0.0000167385,0.0005525541],"genre_scores_gemma":[0.9985203,0.000003153112,0.0003207122,0.0008552398,0.0001897407,0.00001867154,0.00000680827,0.00001659174,0.0000688111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2153092,"threshold_uncertainty_score":0.3576276,"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."}}