{"id":"W2924814601","doi":"10.1111/ctr.13544","title":"Invasive Aspergillosis in solid‐organ transplant recipients: Guidelines from the American Society of Transplantation Infectious Diseases Community of Practice","year":2019,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":290,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"American Society of Transplantation","keywords":"Medicine; Voriconazole; Aspergillosis; Galactomannan; Lung transplantation; Transplantation; Intensive care medicine; Organ transplantation; Internal medicine; Zygomycosis; Lung; Cryptococcosis; Liver transplantation; Amphotericin B; Immunology; 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":[0.001206317,0.0001783494,0.0007168433,0.00004934672,0.00007514941,0.000007439894,0.0001728787,0.0001242944,0.00004174039],"category_scores_gemma":[0.0006486779,0.0001314228,0.0003867358,0.0004163973,0.0004392224,0.0002216322,0.000007344139,0.0005285196,0.000008520468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004211654,"about_ca_system_score_gemma":0.0001894329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002474038,"about_ca_topic_score_gemma":0.00161602,"domain_scores_codex":[0.996906,0.000867573,0.001355436,0.000288702,0.0004052678,0.0001770121],"domain_scores_gemma":[0.9925646,0.005910591,0.0005631169,0.0004430652,0.0004335417,0.00008508186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004021249,0.0007506168,0.9766117,0.0004714,0.0002064232,0.000008749106,0.003889273,0.00006434369,0.0104606,0.00003611721,0.00005519333,0.003424327],"study_design_scores_gemma":[0.003106922,0.0007658409,0.9867936,0.001081489,0.0008271895,0.00000927271,0.002265568,0.0001007388,0.004647586,0.0002514995,0.00002372731,0.0001266057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954139,0.0001403253,0.001823234,0.0009802692,0.0001447434,0.0005842597,0.0006229835,0.0000273884,0.0002629145],"genre_scores_gemma":[0.9793909,0.01740336,0.001095188,0.001360737,0.00006521243,0.00001104263,0.0006388274,0.00001745206,0.000017315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01726303,"threshold_uncertainty_score":0.5359267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07142370508651454,"score_gpt":0.414657421852869,"score_spread":0.3432337167663545,"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."}}