{"id":"W4226249911","doi":"10.2139/ssrn.4011896","title":"Global, Regional, and National Disease Burden Estimates of Acute Lower Respiratory Infections Due to Respiratory Syncytial Virus in Young Children in 2019: A Systematic Analysis","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Respiratory viral infections research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Respiratory system; Medicine; Burden of disease; Disease burden; Virus; Disease; Intensive care medicine; Virology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005654681,0.001055959,0.003810486,0.007178418,0.0003696072,0.001151469,0.0009016998,0.0009728855,0.0009738926],"category_scores_gemma":[0.01284985,0.0008839795,0.01537036,0.009431303,0.0004328573,0.001063486,0.001680813,0.0008623797,0.0001441659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001663298,"about_ca_system_score_gemma":0.003845074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05126531,"about_ca_topic_score_gemma":0.09005245,"domain_scores_codex":[0.9939641,0.001429758,0.002324857,0.001116103,0.0007966979,0.0003683559],"domain_scores_gemma":[0.9929341,0.003007456,0.002328484,0.0003908105,0.001144773,0.0001943588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001544441,0.00004652194,0.6899619,0.1051056,0.1697042,0.0002471333,0.0008878022,0.001452911,0.0004878823,0.0003044472,0.004340305,0.02591677],"study_design_scores_gemma":[0.0003986093,0.0003209692,0.7770783,0.02935753,0.1824488,0.0006864034,0.001220725,0.0007373875,0.0002883262,0.0002411095,0.007120636,0.0001011541],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2500881,0.6963843,0.0011866,0.0005927639,0.0001953277,0.000265318,0.050372,0.00006659332,0.0008490097],"genre_scores_gemma":[0.8189825,0.1675157,0.001514152,0.0004787574,0.0000831333,0.0004420829,0.01072247,0.00002738518,0.0002338532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05126531,"threshold_uncertainty_score":0.1019338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159494066713845,"score_gpt":0.3359126345632285,"score_spread":0.3199632278918439,"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."}}