{"id":"W3007996303","doi":"10.1097/tp.0000000000003187","title":"Late Onset Invasive Pulmonary Aspergillosis in Lung Transplant Recipients in the Setting of a Targeted Prophylaxis/Preemptive Antifungal Therapy Strategy","year":2020,"lang":"en","type":"article","venue":"Transplantation","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Lung transplantation; Interquartile range; Aspergillosis; Bronchoalveolar lavage; Incidence (geometry); Transplantation; Galactomannan; Internal medicine; Surgery; Retrospective cohort study; Lung; Mortality rate; Bronchoscopy; Immunology","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":[0.0008803021,0.0002298694,0.0003703921,0.0003261278,0.0005209513,0.0008999934,0.0002914615,0.0004538385,0.001117528],"category_scores_gemma":[0.002390282,0.0001506855,0.0003432216,0.000330064,0.0002945648,0.0005373675,0.0004568667,0.0007126877,0.0001548575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004092297,"about_ca_system_score_gemma":0.0004241813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000508155,"about_ca_topic_score_gemma":0.0009700989,"domain_scores_codex":[0.9996042,0.00009843975,0.00004677576,0.0000606752,0.00006080194,0.000129122],"domain_scores_gemma":[0.9979857,0.0003457486,0.001005468,0.00005122308,0.0001165278,0.0004953505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001895907,0.00004197997,0.9958294,0.00001279944,0.00001447182,0.001866721,0.00005649728,0.00003998329,0.0003707061,0.00002475127,0.00006462851,0.001488471],"study_design_scores_gemma":[0.00002194346,0.0007770293,0.9788744,0.00005371989,0.00006689803,0.01816764,0.0007042821,0.0005407176,0.0003150583,0.000110024,0.0003571028,0.00001126857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990017,0.0005024149,0.00008974099,0.00006511957,0.000007639296,0.000005123491,0.00002400397,0.000002581002,0.000301773],"genre_scores_gemma":[0.9997484,0.00009728671,0.00003933033,0.00002932996,0.00001956426,0.00000238408,0.0000343404,6.599687e-7,0.0000287335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001117528,"threshold_uncertainty_score":0.00465554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02777649519084862,"score_gpt":0.2766108789120156,"score_spread":0.248834383721167,"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."}}