{"id":"W4318829078","doi":"10.3899/jrheum.221282","title":"Importance of SARS-CoV-2 Spike Antibodies and B Cell Reconstitution to Optimize the Prevention Strategy of COVID-19","year":2023,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Rituximab; Virology; Vaccination; Coronavirus; Antibody; Betacoronavirus; Coronavirus Infections; Immunology; Disease; Outbreak; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001095928,0.0003243796,0.0006601203,0.0002823311,0.001042752,0.001143836,0.0004493927,0.008601748,0.00279485],"category_scores_gemma":[0.006752242,0.0001663735,0.0004387531,0.0001448868,0.0008525679,0.001290489,0.0004701259,0.007993063,0.002459379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001468338,"about_ca_system_score_gemma":0.001086515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008864834,"about_ca_topic_score_gemma":0.001471639,"domain_scores_codex":[0.9991278,0.0003987929,0.0001050978,0.00006462602,0.000160408,0.0001433345],"domain_scores_gemma":[0.998053,0.001133354,0.0001005489,0.00008882505,0.0002624445,0.0003618659],"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":[0.0007663476,0.000613451,0.0161599,0.0004594371,0.00005745969,0.1377405,0.000515098,0.001165058,0.005517677,0.01327297,0.6366363,0.1870959],"study_design_scores_gemma":[0.000675608,0.0009959845,0.0140572,0.001293367,0.00006021456,0.1633673,0.0006906791,0.00355591,0.002622661,0.04057714,0.7720254,0.00007854223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01863507,0.01478375,0.001592002,0.9318646,0.009176754,0.0001323434,0.0000673978,0.0001175576,0.02363056],"genre_scores_gemma":[0.2919913,0.01177596,0.004553643,0.5961844,0.07791276,0.000218133,0.0001457517,0.00006279552,0.01715523],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008601748,"threshold_uncertainty_score":0.01065356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08527005792718836,"score_gpt":0.3787878628827331,"score_spread":0.2935178049555447,"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."}}