{"id":"W3115317977","doi":"10.1016/j.diagmicrobio.2020.115294","title":"Evaluation of a commercially-available surrogate virus neutralization test for severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2)","year":2020,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"Public Health Agency of Canada","keywords":"Neutralization; Virology; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Plaque reduction neutralization test; Antibody; Virus; Neutralizing antibody; Coronavirus disease 2019 (COVID-19); Coronavirus; Immunology; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006605096,0.0002294881,0.0004368566,0.0001306296,0.0001565912,0.00002084285,0.0001019557,0.0001861993,0.00004844208],"category_scores_gemma":[0.004635547,0.0002206695,0.0001289832,0.0002783268,0.0002681652,0.0001175384,0.00007364612,0.0001811971,0.00008271972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009739651,"about_ca_system_score_gemma":0.0007334354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009114885,"about_ca_topic_score_gemma":0.00009660305,"domain_scores_codex":[0.9983855,0.0002635233,0.0003867934,0.000464387,0.0001661261,0.0003336221],"domain_scores_gemma":[0.9977664,0.001086045,0.0001519536,0.0002455788,0.0006485549,0.0001015175],"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":[0.0008271522,0.0006531752,0.3057548,0.0004401551,0.0003187352,0.00008815138,0.000162666,0.000006467847,0.6844607,0.00009956234,0.005771516,0.001416941],"study_design_scores_gemma":[0.03016815,0.009222411,0.1626215,0.00060927,0.008148439,0.0005286419,0.0000702879,0.003379237,0.6626297,0.001168675,0.120135,0.001318718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945211,0.00192649,0.0001591859,0.0003089642,0.0001318372,0.001800185,0.0007965193,0.0000795497,0.0002761957],"genre_scores_gemma":[0.9602937,0.00007353626,0.00001462706,0.03907378,0.00007497093,0.0002623572,0.0001708704,0.00003228429,0.000003843008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1431333,"threshold_uncertainty_score":0.8998642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07185967438735816,"score_gpt":0.3534970175104726,"score_spread":0.2816373431231144,"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."}}