{"id":"W2123433449","doi":"10.1186/1471-2334-11-232","title":"Direct association between pharyngeal viral secretion and host cytokine response in severe pandemic influenza","year":2011,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Centers for Disease Control and Prevention; Junta de Castilla y León","keywords":"Cytokine; Viral load; Medicine; Immunology; Viral pneumonia; Virus; Medical microbiology; Influenza A virus; Pandemic; Pneumonia; Virology; Disease; Internal medicine; Infectious disease (medical specialty); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007032939,0.0002328153,0.0004539231,0.0003741878,0.0001608712,0.00003026598,0.00006089384,0.0001556462,0.00009517567],"category_scores_gemma":[0.003300136,0.0002156977,0.0001040499,0.000322683,0.0001051182,0.0002791477,0.0001139561,0.0002772102,0.00005517378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000713149,"about_ca_system_score_gemma":0.0002422749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005301948,"about_ca_topic_score_gemma":0.0002779986,"domain_scores_codex":[0.9979509,0.0004477943,0.0003575228,0.000359774,0.000424056,0.0004600201],"domain_scores_gemma":[0.9985206,0.0007081138,0.0001468153,0.0002192226,0.0001813719,0.000223843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004232327,0.0001800551,0.9930099,0.0001394215,0.0001547281,0.00002475414,0.0006463561,0.000002649701,0.0009322913,0.00001023906,0.0001946376,0.0004726383],"study_design_scores_gemma":[0.004424339,0.0007208654,0.992792,0.0001160245,0.0002386238,0.00001168,0.00006943038,0.00002416305,0.0004248859,0.0001029479,0.0008538597,0.0002211775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943144,0.000890968,0.00001440572,0.00002135764,0.00006552079,0.0006617382,0.0001905305,0.0002481407,0.003592904],"genre_scores_gemma":[0.9988254,0.000222481,0.00003223604,0.0003256202,0.0002097276,0.0001180743,0.00002795114,0.00003157207,0.0002069649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004510938,"threshold_uncertainty_score":0.8795896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06321167604827024,"score_gpt":0.3409059704759633,"score_spread":0.277694294427693,"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."}}