{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000238559,0.0002009229,0.0004855942,0.0002669556,0.000143718,0.00001763312,0.0001585371,0.00008538298,0.00001474497],"category_scores_gemma":[0.00007703524,0.0001538883,0.0001681741,0.000232936,0.0003806072,0.000174782,0.00002147172,0.000216015,7.767881e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003871639,"about_ca_system_score_gemma":0.0001148605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00167159,"about_ca_topic_score_gemma":0.002294085,"domain_scores_codex":[0.9985061,0.000131588,0.0004562397,0.0003148056,0.0003284969,0.00026282],"domain_scores_gemma":[0.9989746,0.0001564942,0.0001704736,0.0004178927,0.0001089459,0.0001716519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001744056,0.0008749213,0.9923108,0.0005131167,0.00008189306,0.00004071139,0.001210296,0.00003410727,0.002168484,0.0000606508,0.000002255954,0.0009586744],"study_design_scores_gemma":[0.003136102,0.0004591814,0.992416,0.001648139,0.0001790176,0.000004482792,0.0001430721,0.0004099051,0.001369224,0.00008959301,0.000002533198,0.0001427991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981017,0.0002214042,0.00004933183,0.00006609469,0.00005061677,0.000779564,0.0003933089,0.00001967069,0.0003183446],"genre_scores_gemma":[0.9996622,0.0001669569,0.00003779556,0.00003375499,0.00001008105,0.00001298152,0.00005710201,0.00001491654,0.000004178447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001560569,"threshold_uncertainty_score":0.6275384,"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."}}