{"id":"W2767297291","doi":"10.1111/tid.12808","title":"Outbreak of invasive aspergillosis in heart transplant recipients: The role of screening computed tomography scans in asymptomatic patients and universal antifungal prophylaxis","year":2017,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University of Alberta; University Health Network","funders":"","keywords":"Medicine; Asymptomatic; Voriconazole; Aspergillosis; Radiology; Internal medicine; Surgery; Antifungal; Dermatology","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":[0.001869878,0.0004831844,0.0004093866,0.0007721923,0.0006567345,0.001209132,0.0005541579,0.0009280939,0.0007210214],"category_scores_gemma":[0.01595552,0.0003083842,0.0002992075,0.0004844347,0.0008152867,0.001216956,0.0006176393,0.0008125087,0.0001184672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000412303,"about_ca_system_score_gemma":0.0006714916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002700143,"about_ca_topic_score_gemma":0.002435318,"domain_scores_codex":[0.9989914,0.0004092806,0.0001844368,0.0001148076,0.0001580327,0.0001420152],"domain_scores_gemma":[0.9895505,0.005917063,0.002307626,0.0002917042,0.0007850992,0.001148091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001106471,0.00003967513,0.992459,0.00002166959,0.00001176732,0.00212714,0.0001504887,0.00008346015,0.0001431012,0.0000240944,0.0001338507,0.004695193],"study_design_scores_gemma":[0.00002606597,0.0005975214,0.9614572,0.0001810128,0.0001155144,0.02900971,0.002097624,0.005125211,0.0005540221,0.0001937632,0.0006113797,0.0000310156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959637,0.001808654,0.0003558133,0.0005933901,0.00003248937,0.00001990345,0.00002500648,0.00001934523,0.001181731],"genre_scores_gemma":[0.9993038,0.0002635211,0.0002507667,0.00007581305,0.00006161987,0.000003109965,0.00002170488,0.000002092305,0.00001761915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002700143,"threshold_uncertainty_score":0.009888947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007698073413516943,"score_gpt":0.2268513400146911,"score_spread":0.2191532666011741,"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."}}