{"id":"W4306673659","doi":"10.22541/au.166607104.45183301/v1","title":"Seasonal Respiratory Virus Circulation was Diminished during the COVID-19 Pandemic","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Pandemic; Virology; Coronavirus disease 2019 (COVID-19); Transmission (telecommunications); Incidence (geometry); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Biology; Medicine; Internal medicine; Disease; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002860225,0.0001746682,0.0002320952,0.0002743403,0.0007694176,0.0009755674,0.0003097379,0.0003197619,0.0009517019],"category_scores_gemma":[0.0008609433,0.000117506,0.0001702413,0.0004496012,0.0004593605,0.0003761067,0.0003486592,0.0003710814,0.0001744176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004858662,"about_ca_system_score_gemma":0.004599772,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6285586,"about_ca_topic_score_gemma":0.6919033,"domain_scores_codex":[0.9997099,0.00001687683,0.00001396981,0.00006042787,0.00005208145,0.0001467769],"domain_scores_gemma":[0.9995593,0.00002050986,0.00009819446,0.00002335401,0.0001925729,0.0001060012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006694549,0.00003369505,0.9747421,0.00006990377,0.00004964224,0.0002911402,0.001110413,0.0003013788,0.01256047,0.0001768317,0.001505624,0.008489438],"study_design_scores_gemma":[0.000001818709,0.0000375971,0.9981467,0.000005576635,0.000006120613,0.00003964665,0.0005294927,0.00005854592,0.0004270137,0.00000743619,0.0007376925,0.000002466839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960679,0.0002417917,0.00004662335,0.0002147077,0.00001444003,0.00001807019,0.00125552,0.000009767828,0.002131163],"genre_scores_gemma":[0.9983719,0.0001280191,0.00005422465,0.00007361903,0.000007430821,0.000005559592,0.000750223,0.000002397302,0.0006067955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6285586,"threshold_uncertainty_score":0.7472577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1693098899389959,"score_gpt":0.4244037736007855,"score_spread":0.2550938836617896,"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."}}