{"id":"W3010870929","doi":"10.1111/irv.12726","title":"Human respiratory syncytial virus and influenza seasonality patterns—Early findings from the WHO global respiratory syncytial virus surveillance","year":2020,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"Respiratory viral infections research","field":"Medicine","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"World Health Organization; Bill and Melinda Gates Foundation","keywords":"Virology; Respiratory system; Virus; Seasonal influenza; Influenza A virus; Medicine; Coronavirus disease 2019 (COVID-19); Biology; Infectious disease (medical specialty); Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001721734,0.001063476,0.001386262,0.0001842455,0.001228875,0.0006941984,0.0007961283,0.0007219193,0.0006828443],"category_scores_gemma":[0.001407454,0.0008653551,0.0003460398,0.0009703303,0.001534758,0.0007914562,0.0007225703,0.001537703,0.0003034435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003884799,"about_ca_system_score_gemma":0.0006093905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004134282,"about_ca_topic_score_gemma":0.002015933,"domain_scores_codex":[0.9921596,0.001541156,0.001679006,0.001832544,0.001567099,0.001220612],"domain_scores_gemma":[0.9958469,0.0005776044,0.0004755035,0.001445717,0.0004037344,0.00125058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0015752,0.0001525869,0.9530983,0.00018135,0.0003737496,0.0001852374,0.0007343239,0.000009427966,0.03858599,0.0005280527,0.002988405,0.001587402],"study_design_scores_gemma":[0.003285818,0.001087765,0.5478426,0.0001711727,0.0001019488,0.000007227651,0.0001049439,0.000009490023,0.004758829,0.00008864233,0.4419348,0.0006068508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865205,0.008733272,0.0000466073,0.0001025071,0.0001967984,0.001473351,0.001416199,0.0004426971,0.001068123],"genre_scores_gemma":[0.6642599,0.000009256706,0.00001836391,0.3336644,0.00170099,0.0001608353,0.0000018226,0.0001766492,0.000007787772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4389463,"threshold_uncertainty_score":0.9993797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1636797586345642,"score_gpt":0.4068639280093679,"score_spread":0.2431841693748037,"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."}}