{"id":"W2084870258","doi":"10.1186/1743-422x-8-288","title":"Longitudinal molecular microbial analysis of influenza-like illness in New York City, may 2009 through may 2010","year":2011,"lang":"en","type":"article","venue":"Virology Journal","topic":"Respiratory viral infections research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute of Environmental Health Sciences; National Institute of Allergy and Infectious Diseases; National Institutes of Health; U.S. Department of Homeland Security; U.S. Department of Defense","keywords":"Rhinovirus; Outbreak; Influenza-like illness; Virology; Pandemic; Context (archaeology); Virus; Enterovirus; Etiology; Incidence (geometry); Epidemiology; Common cold; Human mortality from H5N1; Biology; Disease; Medicine; Infectious disease (medical specialty); Immunology; Coronavirus disease 2019 (COVID-19); Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008288555,0.0002189927,0.000743691,0.001544189,0.0001165624,0.00002307004,0.0003040269,0.0003442412,0.003721814],"category_scores_gemma":[0.0001581573,0.0001890218,0.0003599984,0.001794718,0.0003787678,0.0001930844,0.0001159274,0.001232754,0.00007547241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001182259,"about_ca_system_score_gemma":0.0004521835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444138,"about_ca_topic_score_gemma":0.0005681005,"domain_scores_codex":[0.9976276,0.0003416772,0.0007936038,0.0003265556,0.0003652623,0.0005453177],"domain_scores_gemma":[0.9987469,0.00005445871,0.0002829342,0.0004568959,0.0001998544,0.0002589874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009936091,0.0004337382,0.9143967,0.00001524649,0.001544125,0.000843521,0.0005941876,0.0002599717,0.07502086,0.0002236905,0.004399689,0.001274643],"study_design_scores_gemma":[0.002796833,0.0009938055,0.9675359,0.00003810446,0.001080659,0.0009683234,0.00007439202,0.00005541797,0.01845497,0.0004400961,0.007340306,0.00022124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934992,0.0009931015,0.002506681,0.000385179,0.000353102,0.0001929909,0.000007611424,0.00001649843,0.002045611],"genre_scores_gemma":[0.9966652,0.00007993117,0.001309631,0.001182534,0.0001598329,0.000004673219,0.000004280356,0.00002498125,0.0005689252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05656588,"threshold_uncertainty_score":0.9971889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1163093873691138,"score_gpt":0.3756212766993645,"score_spread":0.2593118893302507,"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."}}