{"id":"W3033604461","doi":"10.1101/2020.06.08.140244","title":"Cross-sectional evaluation of humoral responses against SARS-CoV-2 Spike","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; Institut National de Santé Publique du Québec; Hôpital de l'Enfant-Jésus; Cégep de Lévis; Centre Hospitalier Universitaire de Sherbrooke; McMaster University; Bausch Health (Canada); Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; University of Ottawa; McGill University; Hôpital du Sacré-Cœur de Montréal; Héma-Québec; Institut National de la Recherche Scientifique; Université de Montréal","funders":"U.S. Military HIV Research Program; National Institute of Allergy and Infectious Diseases; Mitacs; Canadian Institutes of Health Research; National Institutes of Health; W. Garfield Weston Foundation; Fondation du CHUM","keywords":"Antibody; Virology; Coronavirus; Immunology; Neutralizing antibody; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Biology; Pandemic; Medicine; Glycoprotein; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty); Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007996506,0.0003307037,0.0002914173,0.0002798522,0.000251041,0.0002571672,0.00009155107,0.0003887574,0.001128943],"category_scores_gemma":[0.0006357693,0.0001427406,0.0001836907,0.0001475085,0.0001818176,0.0002164753,0.0002381095,0.0005547463,0.0002392361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050679,"about_ca_system_score_gemma":0.00007583812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003186773,"about_ca_topic_score_gemma":0.0002101416,"domain_scores_codex":[0.999648,0.0001175238,0.00003073269,0.0001001711,0.00005123485,0.00005234292],"domain_scores_gemma":[0.9993392,0.0001785893,0.000114244,0.000068719,0.0001787783,0.0001204677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002597267,0.002152411,0.2321908,0.0001815699,0.0001690693,0.0003743626,0.000663268,0.0004699058,0.7458426,0.0001158146,0.0004895634,0.01475323],"study_design_scores_gemma":[0.0001357832,0.02628598,0.8546437,0.0000173796,0.0001731029,0.003043316,0.0003631876,0.001124963,0.1121469,0.00007454632,0.001971227,0.00002000521],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987011,0.0001636033,0.0003152748,0.00001836923,0.000008454402,0.00004009622,0.0001672817,0.00001012962,0.0005757259],"genre_scores_gemma":[0.998244,0.00008945981,0.000431554,0.0001400532,0.00001651049,0.00003198573,0.0005410054,0.000004127883,0.0005012121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001128943,"threshold_uncertainty_score":0.004229009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1100879657904039,"score_gpt":0.376090198015599,"score_spread":0.2660022322251951,"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."}}