{"id":"W4207010149","doi":"10.1109/biosmart54244.2021.9677858","title":"Interplay of Influenza A/B Subtypes and COVID-19","year":2021,"lang":"en","type":"article","venue":"","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; Cepheid","keywords":"Outbreak; Flu season; Pandemic; Influenza season; Virology; Human mortality from H5N1; Virus; Coronavirus disease 2019 (COVID-19); Influenza A virus; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Disease; Vaccination; Infectious disease (medical specialty); Influenza vaccine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006884834,0.0003418752,0.0005093963,0.0006030518,0.0007258328,0.001950845,0.0003725908,0.0005148536,0.003743925],"category_scores_gemma":[0.001478831,0.0002900433,0.0005725502,0.0004015579,0.000382511,0.0007954186,0.00119042,0.0008057253,0.0008498111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000691032,"about_ca_system_score_gemma":0.001614121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007536637,"about_ca_topic_score_gemma":0.008454844,"domain_scores_codex":[0.9990793,0.0002943079,0.00004182107,0.0001403475,0.0001426071,0.0003016233],"domain_scores_gemma":[0.9992862,0.0001135237,0.0001347789,0.00002703454,0.0001503975,0.0002880389],"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":[0.001314632,0.000637385,0.8771333,0.0006062114,0.0008561605,0.001961204,0.001809723,0.001685944,0.03819207,0.007464129,0.009997142,0.05834205],"study_design_scores_gemma":[0.00004619376,0.0006359069,0.9482233,0.000255937,0.0004217189,0.001271039,0.004248756,0.005307775,0.002580286,0.003446156,0.03349269,0.00007038133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9611067,0.01055055,0.001434001,0.002424103,0.0004652332,0.00009848428,0.001004015,0.00007099946,0.02284596],"genre_scores_gemma":[0.9909723,0.00296085,0.0007266629,0.0007001908,0.0001255714,0.00002538947,0.0006184958,0.00002565726,0.003844929],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007536637,"threshold_uncertainty_score":0.01498556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09709777213175455,"score_gpt":0.4472057234354563,"score_spread":0.3501079513037018,"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."}}