{"id":"W4368341202","doi":"10.1093/jpids/piad028","title":"Evaluation of Clinical Case Definitions for Respiratory Syncytial Virus Lower Respiratory Tract Infection in Young Children","year":2023,"lang":"en","type":"article","venue":"Journal of the Pediatric Infectious Diseases Society","topic":"Respiratory viral infections research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"GlaxoSmithKline Biologicals; Tampereen Yliopisto; Seattle Children's Research Institute","keywords":"Medicine; Bronchiolitis; Human metapneumovirus; Lower respiratory tract infection; Pneumonia; Respiratory tract infections; Pediatrics; Intensive care medicine; Crackles; Internal medicine; Respiratory system; Physical examination","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":[],"consensus_categories":[],"category_scores_codex":[0.008760508,0.0002280343,0.0006288346,0.0006252297,0.0003708953,0.00004081087,0.000156128,0.0003187307,0.00006876532],"category_scores_gemma":[0.007114988,0.0001774391,0.001782687,0.002324419,0.0002012592,0.0003626609,0.00009105812,0.0009626677,0.00001504338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007415233,"about_ca_system_score_gemma":0.002842905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001783828,"about_ca_topic_score_gemma":0.0001733922,"domain_scores_codex":[0.9949536,0.001155723,0.001750226,0.0002949776,0.001463472,0.0003820118],"domain_scores_gemma":[0.9952747,0.0007341043,0.00114607,0.00045782,0.002138091,0.0002492253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001741223,0.001559956,0.9885592,0.0001156141,0.0002704311,0.00004257875,0.00008157959,0.002191448,0.0002089451,0.00001978909,0.005306955,0.001469394],"study_design_scores_gemma":[0.006791484,0.001523692,0.9858354,0.00005575504,0.002587612,0.001327018,0.00005406025,0.0008307794,0.00004895786,0.0006567343,0.0001175544,0.0001709535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958391,0.0006490555,0.0001055254,0.000048677,0.001589309,0.00138533,0.0001171764,0.00006004695,0.0002058251],"genre_scores_gemma":[0.996345,0.0006911422,0.00002357949,0.0001882118,0.002574112,0.0001146892,0.000005968044,0.00004716431,0.00001017578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006617361,"threshold_uncertainty_score":0.851782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1453588620208426,"score_gpt":0.4431388746695411,"score_spread":0.2977800126486985,"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."}}