{"id":"W3116621216","doi":"10.1093/ofid/ofaa646","title":"Mucormycosis in Hematopoietic Cell Transplant Recipients and in Patients With Hematological Malignancies in the Era of New Antifungal Agents","year":2020,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Posaconazole; Medicine; Internal medicine; Mucormycosis; Hematopoietic stem cell transplantation; Azole; Echinocandin; Amphotericin B; Surgery; Salvage therapy; Transplantation; Gastroenterology; Fluconazole; Antifungal; Chemotherapy; 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":[0.0006860544,0.0002036416,0.0004112196,0.0006347292,0.000375005,0.0005536951,0.0002064325,0.0003580155,0.001187908],"category_scores_gemma":[0.001522281,0.0001474215,0.0003104631,0.0007562872,0.0002805927,0.0005572251,0.0003506339,0.0004343484,0.0001596869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002653846,"about_ca_system_score_gemma":0.0003245395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008897264,"about_ca_topic_score_gemma":0.0009121064,"domain_scores_codex":[0.9995583,0.0001181112,0.00007427703,0.00007842711,0.0000773252,0.00009363509],"domain_scores_gemma":[0.998583,0.0002073784,0.0008070972,0.00004842411,0.00009320996,0.0002609739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001373872,0.00002026663,0.9986808,0.000007580592,0.00001561882,0.0001888856,0.0000175712,0.00001761216,0.0001116193,0.000006187211,0.00003372735,0.000762693],"study_design_scores_gemma":[0.00002267089,0.0003274769,0.9963349,0.00001545989,0.00003955141,0.002457967,0.0002174618,0.000156629,0.0001531302,0.00002392893,0.0002467778,0.000004026061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989269,0.0006251041,0.00002974091,0.00003802267,0.000005179802,0.000006145942,0.00009247906,0.000001488226,0.0002749991],"genre_scores_gemma":[0.9996252,0.0001469747,0.00003176491,0.00003014913,0.00002414361,0.000004240049,0.00009907888,5.557912e-7,0.00003781815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001187908,"threshold_uncertainty_score":0.003973961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01642255842207498,"score_gpt":0.253167895827782,"score_spread":0.2367453374057071,"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."}}