{"id":"W3027655837","doi":"","title":"Evaluation of visual triage for screening of Middle East respiratory syndrome coronavirus patients","year":2018,"lang":"en","type":"article","venue":"Publisher","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Triage; Medicine; Middle East respiratory syndrome coronavirus; Middle East respiratory syndrome; Christian ministry; Referral; Coronavirus disease 2019 (COVID-19); Emergency medicine; Internal medicine; Pediatrics; Disease; Family medicine; Infectious disease (medical specialty)","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":[0.00160862,0.0003803727,0.0003367116,0.00147516,0.0003096357,0.0007107137,0.0004318239,0.000459182,0.001447358],"category_scores_gemma":[0.008916422,0.0001410011,0.0003038852,0.0008663998,0.0002766612,0.0005453777,0.0004695063,0.0003901069,0.0002970267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004682292,"about_ca_system_score_gemma":0.0006540247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003771325,"about_ca_topic_score_gemma":0.004526171,"domain_scores_codex":[0.9986343,0.0006483779,0.00018309,0.0001101615,0.000239216,0.000184915],"domain_scores_gemma":[0.9968855,0.000735441,0.00108408,0.00007756941,0.0007490921,0.0004684463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002912068,0.00005524631,0.9924499,0.00003560458,0.00001736701,0.0002826851,0.0001058922,0.00006138242,0.0002089032,0.00001756936,0.0004835405,0.005990694],"study_design_scores_gemma":[0.00003320004,0.0007074251,0.9944795,0.00006449144,0.0000427681,0.001570198,0.0007883529,0.001130532,0.0003772221,0.0000499416,0.0007448807,0.00001145444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959039,0.0008352707,0.0003252591,0.0002849283,0.00005204577,0.00008182602,0.0002674985,0.00001502443,0.002234369],"genre_scores_gemma":[0.9988616,0.0002635753,0.0003522429,0.00006515926,0.00002842539,0.0000246344,0.0002369235,0.00000175534,0.0001657315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003771325,"threshold_uncertainty_score":0.008507311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3328297063895612,"score_gpt":0.4874342027916127,"score_spread":0.1546044964020515,"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."}}