{"id":"W3111500785","doi":"10.2196/24341","title":"Influenza and Respiratory Virus Surveillance, Vaccine Uptake, and Effectiveness at a Time of Cocirculating COVID-19: Protocol for the English Primary Care Sentinel System for 2020-2021","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Respiratory viral infections research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research; Royal College of General Practitioners","keywords":"Primary care; Protocol (science); Pandemic influenza; Pandemic; Public health; Health care; Influenza vaccine; Coronavirus disease 2019 (COVID-19); Permissive","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.05428323,0.002817803,0.003308459,0.003440878,0.003876656,0.002766814,0.00385739,0.003534729,0.03417787],"category_scores_gemma":[0.03982938,0.002811805,0.003970099,0.004107853,0.001998663,0.002677199,0.003021722,0.002765786,0.0141391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006291207,"about_ca_system_score_gemma":0.02652969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009568447,"about_ca_topic_score_gemma":0.01362825,"domain_scores_codex":[0.9736218,0.01514054,0.0056008,0.001785129,0.002184897,0.001666795],"domain_scores_gemma":[0.9607099,0.006091932,0.005211079,0.005017284,0.02022099,0.00274882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1477915,0.02263078,0.1046985,0.06682651,0.002188172,0.002723976,0.01633733,0.01229317,0.01650119,0.01734225,0.3815505,0.2091161],"study_design_scores_gemma":[0.06055236,0.03951212,0.2660966,0.02081669,0.001036557,0.0008392989,0.008797904,0.009324494,0.00929755,0.005753514,0.5772196,0.0007532947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003285112,0.0001261355,0.003062281,0.0002177257,0.0001043754,0.9802012,0.01026314,0.0001074308,0.00263265],"genre_scores_gemma":[0.002417742,0.0001088108,0.005228622,0.0001327542,0.00002193092,0.9889507,0.00265136,0.00001317251,0.0004748995],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05428323,"threshold_uncertainty_score":0.2870806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08746594599985902,"score_gpt":0.4029676513812508,"score_spread":0.3155017053813918,"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."}}