{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001736752,0.0001675151,0.0003283408,0.000472958,0.0002049638,0.00006256691,0.000222806,0.00008618946,0.0002015121],"category_scores_gemma":[0.001932373,0.0001218613,0.0002394461,0.0008545079,0.0001785484,0.0001729411,0.0000967753,0.0007498891,0.0002176506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002911261,"about_ca_system_score_gemma":0.001767833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006905902,"about_ca_topic_score_gemma":0.00001142462,"domain_scores_codex":[0.9974385,0.000495012,0.000537376,0.000191744,0.0009500889,0.0003872515],"domain_scores_gemma":[0.9975004,0.0002176313,0.0002887091,0.0004918193,0.000683082,0.0008183618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006066025,0.000355322,0.9814608,0.00005071863,0.00009585293,0.0002703501,0.0001064402,0.0002898736,0.0002596332,0.00008065897,0.01368899,0.00273482],"study_design_scores_gemma":[0.004033108,0.001388641,0.9795657,0.00002135287,0.0003811129,0.000730213,0.00005493944,0.0001167272,0.0001696903,0.001315138,0.01194554,0.0002778091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932633,0.002327082,0.0001680174,0.0001494708,0.0006367011,0.0003421268,0.00001940389,0.00006769769,0.003026196],"genre_scores_gemma":[0.9959453,0.0004043891,0.00001889816,0.0002879118,0.003127277,0.00001627641,0.000001537035,0.0000367324,0.0001616401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003426505,"threshold_uncertainty_score":0.496936,"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."}}