{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006077862,0.0002750483,0.000190346,0.0006473742,0.0006198103,0.0003879872,0.0002753802,0.0002405782,0.0006757553],"category_scores_gemma":[0.0008976027,0.0002116221,0.0001413834,0.0004083607,0.0002032248,0.0003294645,0.0004315756,0.0003985613,0.00017678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001339972,"about_ca_system_score_gemma":0.0009803603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0899694,"about_ca_topic_score_gemma":0.1824511,"domain_scores_codex":[0.9997793,0.00004022834,0.00001907468,0.00004752953,0.00005670991,0.00005716629],"domain_scores_gemma":[0.9991726,0.0000556189,0.0002621063,0.00003238123,0.0003158821,0.0001612486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001121882,0.0000511017,0.9968475,0.000008753231,0.0000199122,0.00006194372,0.0001262733,0.0000490305,0.001250983,0.000007619858,0.0003342574,0.00113043],"study_design_scores_gemma":[0.000002777759,0.00008573126,0.9991984,0.00000300447,0.000006661216,0.00004922381,0.00010879,0.0001503211,0.0002128805,0.000002148665,0.0001787118,0.000001568199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998398,0.0000845147,0.0001369873,0.00004668369,0.000007295645,0.00002671205,0.001089498,0.000005510315,0.0002048235],"genre_scores_gemma":[0.9968174,0.00008268066,0.0004143439,0.00005124206,0.00001013848,0.00005271159,0.002251219,0.000001832097,0.0003185066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0899694,"threshold_uncertainty_score":0.1788914,"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."}}