{"id":"W3127641357","doi":"10.2196/24696","title":"The Relationship Between the Global Burden of Influenza From 2017 to 2019 and COVID-19: Descriptive Epidemiological Assessment","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Respiratory viral infections research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Institute of Mental Health","keywords":"Epidemiology; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Environmental health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Outbreak; Disease; Infectious disease (medical specialty); Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003046217,0.0002971251,0.0003607676,0.003846748,0.0002507769,0.0009733968,0.0006231397,0.00033129,0.001633312],"category_scores_gemma":[0.00700044,0.0002531914,0.001335612,0.003689642,0.0003884099,0.001235779,0.001275551,0.0005912439,0.0003084557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009132152,"about_ca_system_score_gemma":0.0008122423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014969,"about_ca_topic_score_gemma":0.01145268,"domain_scores_codex":[0.998743,0.0002560453,0.0002945471,0.0003160934,0.0002318635,0.0001585635],"domain_scores_gemma":[0.9930347,0.00157025,0.003836274,0.000525734,0.0007574039,0.0002756596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000704431,0.00000764588,0.9971526,0.00004737736,0.0002252357,0.00001903915,0.00004481588,0.0002980631,0.00004089742,0.0001096493,0.0004516325,0.001532666],"study_design_scores_gemma":[0.00000558364,0.00007311365,0.9957454,0.00005424899,0.0001448913,0.0002428435,0.0004169898,0.001926838,0.00008255198,0.0002374831,0.001056255,0.00001383978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568067,0.002239178,0.002095974,0.0005130237,0.00003658442,0.0001268991,0.03563219,0.00008142419,0.002467984],"genre_scores_gemma":[0.9840503,0.000406706,0.000614376,0.00008946047,0.00002820443,0.0001114701,0.01451921,0.000008784471,0.0001715275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01014969,"threshold_uncertainty_score":0.02018124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2738342168189722,"score_gpt":0.501887038144097,"score_spread":0.2280528213251247,"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."}}