{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05377009,0.0008923962,0.0008937633,0.005208846,0.0008485378,0.002005208,0.00231178,0.0007710338,0.0007509635],"category_scores_gemma":[0.1168843,0.0005553645,0.001049491,0.001984725,0.001660474,0.002285795,0.002724004,0.0007576398,0.0001857539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00173328,"about_ca_system_score_gemma":0.00221436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003427673,"about_ca_topic_score_gemma":0.003464307,"domain_scores_codex":[0.9636777,0.01847514,0.007024121,0.002692188,0.00718201,0.0009488579],"domain_scores_gemma":[0.8792545,0.05334181,0.04272044,0.005578425,0.01664519,0.002459597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00016003,0.00004002826,0.9949414,0.0001305814,0.00004745714,0.0001017575,0.0008300754,0.0002303632,0.000139828,0.0001056285,0.0002519662,0.003020876],"study_design_scores_gemma":[0.00004848232,0.0006777165,0.9902211,0.0002376078,0.00007633787,0.001612497,0.002355883,0.002761801,0.0007391427,0.0002441769,0.0009934593,0.00003177717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918022,0.001262845,0.003704457,0.0001319493,0.00009745054,0.0007489913,0.0006384442,0.00004653681,0.001567161],"genre_scores_gemma":[0.9914855,0.0002699646,0.006882355,0.00003908369,0.00003296092,0.0003972456,0.0008161782,0.00001007182,0.00006652754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05377009,"threshold_uncertainty_score":0.2843668,"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."}}