{"id":"W4387089443","doi":"10.4049/jimmunol.2300391","title":"Relationship of Heterologous Virus Responses and Outcomes in Hospitalized COVID-19 Patients","year":2023,"lang":"en","type":"article","venue":"The Journal of Immunology","topic":"Respiratory viral infections research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute of Allergy and Infectious Diseases; National Cancer Institute; National Institutes of Health","keywords":"Titer; Medicine; Cohort; Virology; Virus; Longitudinal study; Immunology; Population; Heterologous; Biology; Internal medicine; Pathology; Environmental health","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":[0.0003548932,0.0002344901,0.0002883094,0.0003879011,0.000447604,0.0005291782,0.0002430488,0.0003825329,0.001381838],"category_scores_gemma":[0.002082271,0.0001440875,0.0002659994,0.0004678065,0.000234118,0.0005142052,0.0005171376,0.0008153306,0.0001762682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003220746,"about_ca_system_score_gemma":0.0002787008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002092623,"about_ca_topic_score_gemma":0.002298162,"domain_scores_codex":[0.9996722,0.00005080887,0.00004431227,0.0000748684,0.00004575845,0.0001121038],"domain_scores_gemma":[0.9985935,0.0002147929,0.0005406186,0.00007225144,0.0001493484,0.0004294493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001232229,0.00001757169,0.9989544,0.00000261417,0.0000111885,0.000092664,0.00003503841,0.00002375398,0.0001847412,0.000008193224,0.00002949632,0.0005170695],"study_design_scores_gemma":[0.000004556739,0.0001483491,0.9990891,0.000003196898,0.000008198488,0.0002868396,0.0001713709,0.0001301438,0.00006729074,0.00002253225,0.00006567368,0.000002798134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999409,0.00009407864,0.00003333881,0.00002354554,0.000003890147,0.00000403707,0.000114178,0.000001976854,0.0003159571],"genre_scores_gemma":[0.9996828,0.00003433523,0.0000176903,0.00001384117,0.000005693464,0.000003314621,0.0001867952,9.938024e-7,0.00005458743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002092623,"threshold_uncertainty_score":0.004622757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07315961309677625,"score_gpt":0.3998292434758626,"score_spread":0.3266696303790864,"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."}}