{"id":"W4308834683","doi":"10.1111/irv.13065","title":"Seasonal respiratory virus circulation was diminished during the COVID‐19 pandemic","year":2022,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"Respiratory viral infections research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Canadian Electricity Association; Institute of Infection and Immunity; University of Ottawa","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Transmission (telecommunications); Incidence (geometry); 2019-20 coronavirus outbreak; Influenza A virus; Virus; Medicine; Biology; Outbreak; Internal medicine; Disease","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001772027,0.0003604499,0.0004116001,0.0004521144,0.001942227,0.0001460877,0.0003302203,0.0001527307,0.002260673],"category_scores_gemma":[0.0006891723,0.0002866737,0.0001815405,0.0007614977,0.0005316514,0.0002650059,0.0003812571,0.0009760052,0.0001113934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006411226,"about_ca_system_score_gemma":0.0006918584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002167016,"about_ca_topic_score_gemma":0.0001109704,"domain_scores_codex":[0.9960095,0.0009598291,0.0007131123,0.0006887416,0.001045849,0.0005829977],"domain_scores_gemma":[0.9979237,0.0003303013,0.0002501627,0.0008643764,0.000112054,0.0005193997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000931304,0.0001751835,0.9431311,0.0001064909,0.0001313143,0.00009739123,0.0005548348,0.0004493481,0.05196252,0.0003490364,0.001219172,0.0008923176],"study_design_scores_gemma":[0.002424891,0.0004282786,0.1322856,0.00001499831,0.0000569556,0.0001709978,0.0003175941,0.0000316084,0.001132815,0.00009584583,0.8627456,0.0002948012],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929346,0.003899175,0.00002542173,0.00004980477,0.0001568669,0.001000355,0.00009707463,0.0003136235,0.001523034],"genre_scores_gemma":[0.6883984,0.000002379283,0.0000106873,0.3104675,0.0003828368,0.0005577471,7.03315e-7,0.0001053943,0.00007432546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8615264,"threshold_uncertainty_score":0.9999585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2306158135947538,"score_gpt":0.4238470933759002,"score_spread":0.1932312797811464,"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."}}