{"id":"W3112984291","doi":"10.1016/s1473-3099(20)30847-1","title":"Defining and managing COVID-19-associated pulmonary aspergillosis: the 2020 ECMM/ISHAM consensus criteria for research and clinical guidance","year":2020,"lang":"en","type":"review","venue":"The Lancet Infectious Diseases","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":953,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Voriconazole; Intensive care medicine; Pulmonary aspergillosis; Aspergillosis; Medicine; Aspergillus fumigatus; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01119672,0.001766924,0.00610556,0.004769103,0.0005789483,0.004117536,0.003913783,0.004799073,0.00404556],"category_scores_gemma":[0.01208305,0.0007744011,0.004168504,0.002884398,0.001022265,0.002584684,0.002499379,0.004970846,0.002140528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003868358,"about_ca_system_score_gemma":0.01690317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009129048,"about_ca_topic_score_gemma":0.01642626,"domain_scores_codex":[0.9963571,0.000861086,0.001176724,0.0002791098,0.001108276,0.0002176783],"domain_scores_gemma":[0.9929548,0.003147731,0.001289243,0.0001142718,0.002082428,0.000411425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000265522,0.00008764141,0.0003022288,0.09833828,0.0005366731,0.0001638511,0.0001080155,0.0005935982,0.0006195873,0.006464001,0.07232706,0.8201936],"study_design_scores_gemma":[0.0002882772,0.0001808908,0.001378765,0.1721171,0.001933687,0.0005387505,0.0001244849,0.000418228,0.0003206569,0.004477632,0.8181491,0.00007239348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005790688,0.9938056,0.0004923617,0.003726566,0.0007170708,0.00008223645,0.000151581,0.00002050167,0.0009461179],"genre_scores_gemma":[0.0007966946,0.992196,0.002292483,0.003379725,0.0004256019,0.0001309164,0.0003195138,0.0000084124,0.0004507405],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01119672,"threshold_uncertainty_score":0.05921459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2031269157915949,"score_gpt":0.497484709492048,"score_spread":0.2943577937004532,"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."}}