{"id":"W4414699639","doi":"10.1101/2025.09.29.679372","title":"Serum cytokines during acute respiratory infection and relationship to age","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institutes of Health","keywords":"Cytokine; Immune system; Respiratory system; Respiratory infection; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Disease; Orthomyxoviridae; Coronavirus disease 2019 (COVID-19)","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":[0.0006068468,0.0002262934,0.0002924588,0.0004605179,0.0001353721,0.0005570477,0.0001047932,0.000362233,0.001252025],"category_scores_gemma":[0.002348485,0.0001202314,0.0001865053,0.0005860536,0.0001382536,0.0002676101,0.0002528175,0.0005441043,0.0005338979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001310475,"about_ca_system_score_gemma":0.0001422996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007317634,"about_ca_topic_score_gemma":0.0006434777,"domain_scores_codex":[0.9997103,0.00007986522,0.0000225815,0.00007588461,0.0000444569,0.00006694208],"domain_scores_gemma":[0.9987764,0.0003529417,0.0004704211,0.00009088689,0.0001448158,0.0001646077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001542081,0.00004228082,0.9852739,0.0000525771,0.00006403782,0.00008908959,0.0001991113,0.0002095738,0.003880206,0.00006166291,0.0004083303,0.008177199],"study_design_scores_gemma":[0.00000534543,0.0002171896,0.9978492,0.00001255547,0.00002598679,0.0001822693,0.0001517679,0.0002087579,0.0006982262,0.0001005425,0.0005434977,0.000004625629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945183,0.002370703,0.0002998085,0.00008149256,0.00002653039,0.00001211124,0.001843269,0.00002006377,0.0008275824],"genre_scores_gemma":[0.9971597,0.0006533117,0.0003042753,0.00004567088,0.00003195465,0.0000242246,0.001046659,0.000004932238,0.0007293163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001252025,"threshold_uncertainty_score":0.004188418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04035532843481373,"score_gpt":0.3190303771463187,"score_spread":0.278675048711505,"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."}}