{"id":"W3112012159","doi":"10.3390/v13010130","title":"Prevalence of Co-Infections with Respiratory Viruses in Individuals Investigated for SARS-CoV-2 in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Viruses","topic":"Respiratory viral infections research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Public Health Ontario","funders":"","keywords":"Respiratory system; Medicine; Respiratory disease; Virus; Respiratory infection; Coronavirus; Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Immunology; Biology; Disease; Coronavirus disease 2019 (COVID-19); Internal medicine; Infectious disease (medical specialty); Lung","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003994292,0.0001765506,0.00038359,0.000466535,0.00006667584,0.0000224894,0.0001077542,0.0001081805,0.0001679823],"category_scores_gemma":[0.0008946987,0.0001616782,0.0000421084,0.0009594593,0.0002003798,0.0002219718,0.00004414339,0.0004087831,0.00000588509],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007442902,"about_ca_system_score_gemma":0.00814957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8683504,"about_ca_topic_score_gemma":0.9942046,"domain_scores_codex":[0.9981631,0.0001843135,0.0005280885,0.000366334,0.0004133844,0.0003447682],"domain_scores_gemma":[0.9988042,0.0003017386,0.0001136265,0.0004093677,0.0002795459,0.00009153168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008037771,0.0002551561,0.8138918,0.0002394166,0.00004579215,0.00006369522,0.0001062212,0.00005057455,0.1826074,0.00007948899,0.002492382,0.00008768398],"study_design_scores_gemma":[0.001332269,0.0004722076,0.4502281,0.0002945154,0.0000249181,0.00001218685,0.00004977868,0.000005352274,0.5085027,0.00003206283,0.03892993,0.0001159832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975608,0.0003040115,0.00001733051,0.00005339092,0.00005938735,0.000741048,0.00009908528,0.00002723892,0.001137694],"genre_scores_gemma":[0.9957405,0.00001314061,0.0002867509,0.003429744,0.00002711123,0.0002808011,0.000007572071,0.00003448171,0.0001799196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3636638,"threshold_uncertainty_score":0.9974733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1380650204794826,"score_gpt":0.384937105257563,"score_spread":0.2468720847780803,"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."}}