{"id":"W4309855393","doi":"10.3390/covid2120117","title":"Antibodies to Commonly Circulating Viral Pathogens Modulate Serological Response to Severe Acute Respiratory Syndrome Coronavirus 2 Infection","year":2022,"lang":"en","type":"article","venue":"COVID","topic":"Respiratory viral infections research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Affairs Canada; United Nations Population Fund","keywords":"Dengue fever; Virology; Medicine; Serology; Chikungunya; Dengue virus; Seroprevalence; Coronavirus; Immunology; Virus; Antibody; Internal medicine; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002341901,0.000234295,0.0001698041,0.0002286837,0.0001508417,0.0002946072,0.00009552234,0.0002704338,0.001374855],"category_scores_gemma":[0.001235849,0.0001569072,0.0001460722,0.000215049,0.0001290636,0.000256181,0.0001773525,0.0003621389,0.0002666927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009049199,"about_ca_system_score_gemma":0.0000852732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007793572,"about_ca_topic_score_gemma":0.000914033,"domain_scores_codex":[0.9998375,0.00005884072,0.00001610979,0.00002815913,0.00002172457,0.00003768594],"domain_scores_gemma":[0.9993595,0.0001464474,0.0003116365,0.00002720405,0.00005726133,0.00009780514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001525607,0.00007596647,0.9961789,0.00000776763,0.00001812606,0.00007100335,0.00009462135,0.00002726631,0.00187003,0.000007878404,0.00003520621,0.001460822],"study_design_scores_gemma":[0.000002518335,0.000177592,0.999323,0.000002268377,0.000006110255,0.0001371248,0.00008447176,0.00005177511,0.0001235671,0.000007219379,0.00008321879,0.000001050285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995378,0.0001071547,0.00002498294,0.00001208128,0.000003329667,0.000002883962,0.00003532101,0.000001125469,0.0002754219],"genre_scores_gemma":[0.9996209,0.00006882168,0.00003219522,0.00001706915,0.000005598737,0.000002149881,0.00005793002,5.360876e-7,0.0001948911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001374855,"threshold_uncertainty_score":0.004599273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09124256339221429,"score_gpt":0.3931785934102935,"score_spread":0.3019360300180792,"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."}}