{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001840004,0.0002906351,0.0005017642,0.000723213,0.001043648,0.00007337322,0.0002320932,0.0001350256,0.0007468336],"category_scores_gemma":[0.001000532,0.0002923837,0.0001844757,0.001171028,0.0000973723,0.0001647008,0.0008283018,0.0008385713,0.0004990144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105715,"about_ca_system_score_gemma":0.0003697472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001476682,"about_ca_topic_score_gemma":0.00003300857,"domain_scores_codex":[0.9961131,0.001200321,0.0005135188,0.0007002437,0.0008213963,0.000651436],"domain_scores_gemma":[0.9980998,0.0002458677,0.00009441493,0.0007801728,0.0001839743,0.0005957801],"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":[0.007517654,0.000366069,0.4007562,0.00006742885,0.0002169065,0.004658406,0.0005505161,0.01588507,0.5610475,0.00006851637,0.002404707,0.006461042],"study_design_scores_gemma":[0.001502758,0.007402083,0.8834788,0.00003520974,0.00008179901,0.002228853,0.00008603452,0.0003768062,0.001338576,0.00007151696,0.1029764,0.0004211445],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956508,0.00007509068,0.0003548578,0.001226481,0.0003165048,0.001383367,0.0001591446,0.0003460831,0.0004877222],"genre_scores_gemma":[0.9885267,0.00000358897,0.0002529599,0.009894685,0.0001114019,0.0003743766,0.00002686115,0.00006062531,0.0007488052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.559709,"threshold_uncertainty_score":0.9999529,"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."}}