{"id":"W4291710349","doi":"10.2196/38026","title":"Assessing the Clinical and Socioeconomic Burden of Respiratory Syncytial Virus in Children Aged Under 5 Years in Primary Care: Protocol for a Prospective Cohort Study in England and Report on the Adaptations of the Study to the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Respiratory viral infections research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nederlands Instituut voor Onderzoek van de Gezondheidszorg; National Institute for Health and Care Research; Sanofi; AstraZeneca","keywords":"Medicine; Respiratory tract infections; Pediatrics; Population; Socioeconomic status; Pandemic; Cohort; Cohort study; Family medicine; Health care; Disease; Environmental health; Coronavirus disease 2019 (COVID-19); Internal medicine; Infectious disease (medical specialty); Respiratory system","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":[0.03655097,0.002062237,0.0027653,0.002036764,0.003056808,0.001688546,0.002566955,0.002383759,0.02230986],"category_scores_gemma":[0.02572515,0.002218229,0.00232599,0.002380928,0.001268046,0.001761785,0.001989173,0.002263787,0.005339438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004683667,"about_ca_system_score_gemma":0.0169878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009278378,"about_ca_topic_score_gemma":0.01613744,"domain_scores_codex":[0.9777706,0.0141497,0.004116125,0.001479561,0.001210933,0.00127298],"domain_scores_gemma":[0.9817686,0.003502315,0.002901799,0.003097167,0.006843039,0.00188698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.1860192,0.03183061,0.1995808,0.06671348,0.002313624,0.007017468,0.02005285,0.01154523,0.01952077,0.01825242,0.2708631,0.1662905],"study_design_scores_gemma":[0.0913223,0.03904754,0.4960523,0.01612258,0.0008659302,0.001795866,0.006779159,0.006047009,0.004272359,0.005313605,0.3316038,0.0007775669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004881787,0.0001557946,0.00182413,0.0001721732,0.0001197693,0.985912,0.005856166,0.00003820883,0.001039841],"genre_scores_gemma":[0.003167927,0.0001020853,0.003436124,0.0001264686,0.00002247763,0.9915631,0.001302736,0.000003930082,0.0002750745],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03655097,"threshold_uncertainty_score":0.1933023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3312615573239176,"score_gpt":0.5973325481862773,"score_spread":0.2660709908623597,"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."}}