{"id":"W3025383045","doi":"10.1101/2020.05.11.20086439","title":"Coronavirus protective immunity is short-lasting","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"H2020 Marie Skłodowska-Curie Actions; Stichting Sanquin Bloedvoorziening; Universiteit van Amsterdam; European Commission; Rijksinstituut voor Volksgezondheid en Milieu; Amsterdam University Medical Centers","keywords":"Immunity; Coronavirus; Pandemic; Virology; Coronavirus disease 2019 (COVID-19); Virus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Antibody; Biology; Immunology; 2019-20 coronavirus outbreak; Medicine; Immune system; Disease; Infectious disease (medical specialty); Outbreak; Internal medicine","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":[0.000362606,0.00008919244,0.0002647094,0.0002202438,0.0001412498,0.0004135358,0.0001097562,0.0002901155,0.002604606],"category_scores_gemma":[0.0006088284,0.00008810652,0.0001179787,0.0001339329,0.0002661904,0.0003043515,0.0002242497,0.0003782921,0.0003943355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001683616,"about_ca_system_score_gemma":0.0001534725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002886271,"about_ca_topic_score_gemma":0.0002812428,"domain_scores_codex":[0.9998645,0.00001912716,0.000008288933,0.00004509966,0.00002320199,0.00003966825],"domain_scores_gemma":[0.9995129,0.00008736931,0.000173289,0.00005740134,0.00005983146,0.0001092563],"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":[0.003243553,0.0003484274,0.3532531,0.0003190937,0.0001585293,0.0007731913,0.0005422951,0.0003981772,0.5806175,0.001154576,0.001314524,0.05787699],"study_design_scores_gemma":[0.00002945464,0.001557134,0.9702082,0.00004188265,0.00007208722,0.001288938,0.0002377067,0.0002893405,0.02034905,0.0005743462,0.00534377,0.000008178768],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994863,0.003136785,0.0002990604,0.0001382292,0.00001452572,0.000005502153,0.0001832536,0.00001742445,0.001342246],"genre_scores_gemma":[0.9991466,0.0001685867,0.00004889735,0.00004679516,0.00001380996,0.000003217652,0.00008301625,0.000001443403,0.0004876242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002604606,"threshold_uncertainty_score":0.008713245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1885255607851071,"score_gpt":0.4129874474869676,"score_spread":0.2244618867018605,"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."}}