{"id":"W2167854757","doi":"10.1053/rmed.2002.1294","title":"An update on respiratory syncytial virus epidemiology: a developed country perspective","year":2002,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Respiratory viral infections research","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Bronchiolitis; Epidemiology; Pediatrics; Pneumonia; Lower respiratory tract infection; Respiratory tract infections; Intensive care medicine; Respiratory system; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003994905,0.0007367473,0.001558746,0.001354031,0.0005660143,0.00002896352,0.0005397828,0.0006159054,0.006745948],"category_scores_gemma":[0.007171207,0.0005795702,0.0001942339,0.001647664,0.001479625,0.0004228279,0.0001018381,0.001840817,0.002542747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001413213,"about_ca_system_score_gemma":0.0004971537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002093061,"about_ca_topic_score_gemma":0.00009675659,"domain_scores_codex":[0.9926718,0.001785705,0.001475646,0.001502582,0.001272651,0.001291618],"domain_scores_gemma":[0.9945602,0.0008101188,0.0003876617,0.001988175,0.0009472275,0.001306573],"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":[0.006025924,0.005085099,0.07643613,0.0005937945,0.001464574,0.004882419,0.002634189,0.000262339,0.2601153,0.06857178,0.5159552,0.0579733],"study_design_scores_gemma":[0.00860489,0.0145629,0.0448148,0.0005699111,0.0002615224,0.0001659751,0.0007655479,0.0006397736,0.00792759,0.0005779076,0.9201257,0.0009834904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8480429,0.01791199,0.0009479501,0.008557529,0.001718635,0.003377046,0.00009361532,0.001444418,0.1179059],"genre_scores_gemma":[0.9039097,0.0004015032,0.0003079059,0.08819222,0.005295726,0.0003432629,0.00004133469,0.0002620228,0.001246365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4041705,"threshold_uncertainty_score":0.9996656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1926448010255404,"score_gpt":0.4493103721382511,"score_spread":0.2566655711127107,"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."}}