{"id":"W2081469279","doi":"10.1007/s12281-014-0207-9","title":"Aspergillosis in Lung Transplant Patients: Focus on Colonization Pre-transplant and Impact on Invasive Disease","year":2014,"lang":"en","type":"article","venue":"Current Fungal Infection Reports","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Aspergillosis; Lung transplantation; Intensive care medicine; Aspergillus; Epidemiology; Risk factor; Colonization; Disease; Transplantation; Medicine; Antifungal; Lung; Immunology; Biology; Internal medicine; Microbiology; 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":[0.0003869145,0.000285381,0.0004177538,0.0008320826,0.0003942895,0.001037354,0.0002132907,0.0004786348,0.003802221],"category_scores_gemma":[0.001088675,0.0001088427,0.0003574803,0.0006454951,0.000336978,0.00086134,0.0006208944,0.0006533366,0.0002989424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003416921,"about_ca_system_score_gemma":0.0005717283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00170837,"about_ca_topic_score_gemma":0.003952348,"domain_scores_codex":[0.9996358,0.0000751683,0.00003753349,0.00004632159,0.00007047079,0.0001347105],"domain_scores_gemma":[0.9993134,0.0001842803,0.0001999201,0.00001757606,0.0000879497,0.0001969784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002888591,0.0002332414,0.9521043,0.0002561817,0.00008396112,0.002075643,0.0005157445,0.00006803953,0.001608732,0.0003257442,0.0005924626,0.04184703],"study_design_scores_gemma":[0.00000734946,0.000268723,0.9888145,0.0002976766,0.000109107,0.004916338,0.002330463,0.0001245701,0.0002319369,0.0002966696,0.002590479,0.00001216285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556972,0.03152434,0.0002619036,0.001741276,0.0001081638,0.00001935903,0.0001352554,0.00001154495,0.01050112],"genre_scores_gemma":[0.9868334,0.01170932,0.0001622934,0.0003389198,0.000316805,0.000006951636,0.0001111782,0.000004571595,0.0005165217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003802221,"threshold_uncertainty_score":0.01271963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043058428688778,"score_gpt":0.2861509333391004,"score_spread":0.2757203490522126,"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."}}