{"id":"W2418743727","doi":"10.1097/inf.0000000000000772","title":"Eighteen Years of Respiratory Syncytial Virus Surveillance","year":2015,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Respiratory viral infections research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; National Institutes of Health","keywords":"Medicine; Population; Overcrowding; Pediatrics; Demography; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00107152,0.0002952441,0.0002410776,0.001106794,0.0004989276,0.0007145855,0.000472955,0.0002568693,0.002056556],"category_scores_gemma":[0.002575953,0.0001347018,0.0003131193,0.001139409,0.0001961553,0.0005638309,0.0009395562,0.000393777,0.0004690599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007169693,"about_ca_system_score_gemma":0.001295503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02955132,"about_ca_topic_score_gemma":0.02277366,"domain_scores_codex":[0.9990126,0.0001535112,0.0001674188,0.0001926637,0.0002512207,0.0002226515],"domain_scores_gemma":[0.997678,0.0001556385,0.001009213,0.000117207,0.0006877533,0.0003521612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000302155,0.0000224263,0.9881843,0.00005079154,0.0000381261,0.000125825,0.0002530897,0.00009090044,0.0001942326,0.00004381408,0.0008452649,0.01012107],"study_design_scores_gemma":[0.000002380326,0.00009139028,0.9923937,0.0000803127,0.00002781744,0.0005377958,0.0005066611,0.0001599945,0.0001785595,0.00003221437,0.005983652,0.000005387922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759151,0.003476839,0.0007609437,0.000493432,0.0001021224,0.00009637084,0.01120163,0.00007183966,0.007881734],"genre_scores_gemma":[0.9883054,0.001630608,0.0005459809,0.0002011418,0.00007877946,0.00007100027,0.007786648,0.00000631323,0.001374024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02955132,"threshold_uncertainty_score":0.05875862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04184424041927937,"score_gpt":0.3341241693876075,"score_spread":0.2922799289683282,"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."}}