{"id":"W4313544913","doi":"10.1128/spectrum.03789-22","title":"Validation and Establishment of the SARS-CoV-2 Lentivirus Surrogate Neutralization Assay as a Prescreening Tool for the Plaque Reduction Neutralization Test","year":2023,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"Neutralization; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Coronavirus disease 2019 (COVID-19); Lentivirus; 2019-20 coronavirus outbreak; Immunization; Medicine; Human immunodeficiency virus (HIV); Immunology; Virus; Viral disease; Internal medicine; Outbreak; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01507573,0.001383554,0.0009287007,0.001952511,0.0008865378,0.001855071,0.001501846,0.001406465,0.001693231],"category_scores_gemma":[0.01487099,0.0006343389,0.001233931,0.0008154647,0.00123378,0.0009053918,0.001286531,0.001840887,0.002116329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006485392,"about_ca_system_score_gemma":0.001959318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003369918,"about_ca_topic_score_gemma":0.00395031,"domain_scores_codex":[0.9832916,0.005760468,0.001630376,0.001392091,0.007174436,0.0007510427],"domain_scores_gemma":[0.9919029,0.001746178,0.0005489236,0.001033456,0.004398585,0.0003700478],"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":[0.0003173457,0.0009682047,0.01337978,0.0002777134,0.00005995079,0.0001946936,0.0005199912,0.001115402,0.9619157,0.001141434,0.0009732691,0.01913655],"study_design_scores_gemma":[0.00007038263,0.003399485,0.01764465,0.0002409301,0.0001661824,0.0009529151,0.0002917602,0.0145244,0.9390633,0.00058767,0.02294696,0.0001114955],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5664762,0.002149432,0.3989896,0.000934539,0.000931758,0.01088353,0.004346083,0.001651703,0.01363719],"genre_scores_gemma":[0.5083885,0.001510146,0.4680858,0.0008526749,0.0001811684,0.00409703,0.01043594,0.0003442893,0.006104554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01507573,"threshold_uncertainty_score":0.07972902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03696254486957585,"score_gpt":0.321639288083851,"score_spread":0.2846767432142752,"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."}}