{"id":"W3086365214","doi":"10.1093/cid/ciaa1343","title":"Infectious Diseases Society of America Guidelines on the Diagnosis of COVID-19: Serologic Testing (September 2020)","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":190,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Vancouver General Hospital; McMaster University","funders":"Centers for Disease Control and Prevention","keywords":"Coronavirus disease 2019 (COVID-19); Serology; Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Coronavirus; Medicine; Pandemic; Infectious disease (medical specialty); Disease; Coronavirus Infections; Betacoronavirus; Immunology; Outbreak; Antibody; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02198242,0.001881055,0.002707241,0.01184798,0.001505488,0.003883171,0.005172112,0.00668431,0.01353798],"category_scores_gemma":[0.07231859,0.001606104,0.007269203,0.006277697,0.001268514,0.002876087,0.003993042,0.006853949,0.01112942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00519845,"about_ca_system_score_gemma":0.02645589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02321596,"about_ca_topic_score_gemma":0.03378737,"domain_scores_codex":[0.9655428,0.01202854,0.01382224,0.0009821662,0.006443676,0.001180609],"domain_scores_gemma":[0.9138293,0.0177418,0.01338302,0.001737199,0.0508599,0.002448818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001163949,0.00009642218,0.001881723,0.01756871,0.000273014,0.0002380231,0.0003632486,0.0004580888,0.0004747986,0.003146999,0.818359,0.1570236],"study_design_scores_gemma":[0.0003583644,0.000133539,0.005861388,0.07168876,0.0006315019,0.0006429956,0.0002895595,0.0004040679,0.0003292716,0.004465147,0.9151052,0.00009035005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.003146989,0.4157524,0.03702724,0.2323742,0.0279657,0.02648898,0.07188588,0.002924519,0.1824342],"genre_scores_gemma":[0.02376898,0.3791646,0.2646142,0.1411944,0.00823533,0.04288196,0.09859427,0.0008312683,0.04071514],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02321596,"threshold_uncertainty_score":0.1162555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2180116643486747,"score_gpt":0.4328740448482203,"score_spread":0.2148623804995455,"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."}}