{"id":"W2172676073","doi":"10.1093/cid/civ909","title":"The Dynamic Relationship Between Clinical Symptomatology and Viral Shedding in Naturally Acquired Seasonal and Pandemic Influenza Virus Infections","year":2015,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Institute of Allergy and Infectious Diseases; National Institute of General Medical Sciences","keywords":"Viral shedding; Pandemic; Medicine; Virology; Virus; Seasonal influenza; Coronavirus disease 2019 (COVID-19); Influenza A virus; Human mortality from H5N1; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic influenza; Influenza A virus subtype H5N1; Immunology; Internal medicine; Infectious disease (medical specialty); Disease; Outbreak","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":[0.0007172443,0.0001434757,0.0001878443,0.0004512825,0.0002540052,0.0004362778,0.0001986284,0.0002308544,0.0007223526],"category_scores_gemma":[0.003026285,0.0001716742,0.0001011584,0.0002928771,0.0004794398,0.0003141449,0.0003105377,0.0002874317,0.0001290725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005185175,"about_ca_system_score_gemma":0.0003344724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005566754,"about_ca_topic_score_gemma":0.005568689,"domain_scores_codex":[0.9996339,0.0001377764,0.00003018829,0.00006586075,0.00004424432,0.00008804573],"domain_scores_gemma":[0.9980186,0.0005859508,0.0007335849,0.00009095601,0.0002951461,0.0002757434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009354565,0.00001519889,0.9978961,0.00000636077,0.000009052814,0.00009943117,0.0001550074,0.00004092264,0.0007116764,0.000008868789,0.00003362967,0.0009301589],"study_design_scores_gemma":[0.000001136617,0.00005423935,0.9994066,0.000001405634,0.000002035317,0.0001868719,0.0001413447,0.00009005571,0.00007932131,0.000006558735,0.00002923466,0.000001402739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997036,0.00006951388,0.00004813162,0.00001008732,0.000001013116,0.00000432193,0.00004754329,0.000001190835,0.0001144795],"genre_scores_gemma":[0.9998381,0.00002002575,0.00004548176,0.000005422725,0.000001635811,0.000003039924,0.00005573376,4.271658e-7,0.00003006679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005566754,"threshold_uncertainty_score":0.0110687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1650677215139833,"score_gpt":0.4906702382778813,"score_spread":0.325602516763898,"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."}}