{"id":"W2760279005","doi":"10.3138/jammi.2.1.003","title":"Validation of RSV infections in pediatric transplant recipients reported to a national surveillance program: A PICNIC study","year":2017,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Nova Scotia Health Authority; Children's Hospital of Eastern Ontario; Health Sciences Centre; Dalhousie University; Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; Hospital for Sick Children; Alberta Children's Hospital; Izaak Walton Killam Health Centre; Stollery Children's Hospital; University of Alberta; Centre Hospitalier Universitaire de Sherbrooke; University of Ottawa; McGill University Health Centre; Alberta Health Services; SickKids Foundation; University of Toronto; Montreal Children's Hospital","funders":"","keywords":"Medicine; Hematopoietic stem cell transplantation; Pediatrics; Internal medicine; Retrospective cohort study; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00694738,0.0003379321,0.0004423722,0.002606647,0.0005139594,0.001251138,0.001012002,0.0003182922,0.0005065085],"category_scores_gemma":[0.02243977,0.0002997986,0.0004194341,0.002551421,0.0005820286,0.0006928658,0.001540307,0.0003940862,0.0001479798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001385824,"about_ca_system_score_gemma":0.001721069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01754148,"about_ca_topic_score_gemma":0.01380098,"domain_scores_codex":[0.9921675,0.002867785,0.00145136,0.0008554286,0.002173992,0.0004838277],"domain_scores_gemma":[0.9840621,0.003228137,0.006867139,0.001364876,0.003578852,0.0008987753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001449794,0.000007262376,0.9993721,0.00000915624,0.00001226932,0.00001901151,0.0000694791,0.0000144879,0.00004343444,0.000005705803,0.00002457062,0.0004081939],"study_design_scores_gemma":[0.000003120817,0.00007885162,0.9987422,0.00001860646,0.00001738555,0.0002680062,0.0002900251,0.0002495433,0.0001540062,0.00000421474,0.0001723732,0.000001652233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980608,0.0001974745,0.0002286283,0.00002735941,0.000006699489,0.00007317903,0.0007391003,0.000008441257,0.000658307],"genre_scores_gemma":[0.9979643,0.0001558672,0.0003375069,0.00003133221,0.000009724537,0.00006017314,0.001409831,0.0000033882,0.00002779764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01754148,"threshold_uncertainty_score":0.03674173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046559075053698,"score_gpt":0.3397534666621143,"score_spread":0.3192878759115773,"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."}}