{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004100092,0.0001834528,0.0003498712,0.0001212394,0.00004515277,0.00001068919,0.0001327684,0.0001206574,0.00005201369],"category_scores_gemma":[0.00003474507,0.0001334378,0.00009965248,0.0006399364,0.00006658184,0.000165749,0.000003073654,0.0003720023,0.000004336138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004171168,"about_ca_system_score_gemma":0.0001304638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002777074,"about_ca_topic_score_gemma":0.0006937481,"domain_scores_codex":[0.9982355,0.0002948512,0.0005022915,0.0003428815,0.0003733598,0.0002511634],"domain_scores_gemma":[0.9994017,0.0002180615,0.0001062849,0.0001501142,0.00006233208,0.00006150153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005266487,0.0002471711,0.8874505,0.0005370235,0.00003554798,0.0003621033,0.02077634,0.0001635239,0.08392862,0.00001419141,0.000006162169,0.00121229],"study_design_scores_gemma":[0.001977703,0.0005423007,0.9736829,0.0004560363,0.00004842751,0.00001843656,0.001151301,0.001068456,0.02088467,0.00004030989,7.685462e-7,0.0001286535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973837,0.0003247753,0.0001064969,0.0004946791,0.00002678179,0.0009970311,0.0001865462,0.00002089986,0.0004590721],"genre_scores_gemma":[0.9976407,0.001564817,0.00008350975,0.0002799931,0.00002471901,0.0000345481,0.0003465081,0.00001584411,0.000009336231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08623239,"threshold_uncertainty_score":0.5441434,"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."}}