{"id":"W7112052621","doi":"","title":"Molecular epidemiology of Aspergillus fumigatus in chronic pulmonary aspergillosis patients","year":2021,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Aspergillus fumigatus; Genotyping; Aspergillosis; Aspergillus; Pulmonary aspergillosis; Molecular epidemiology","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":[0.0004985048,0.0001642337,0.0002624687,0.001240821,0.0001684825,0.0006110051,0.0001920591,0.000463455,0.001598491],"category_scores_gemma":[0.00172739,0.0001419497,0.0001838243,0.001084355,0.0003069402,0.0003676078,0.0003725603,0.0003823808,0.000291091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002755898,"about_ca_system_score_gemma":0.0002199479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004053379,"about_ca_topic_score_gemma":0.003058942,"domain_scores_codex":[0.9993647,0.0001712483,0.0001416806,0.0001292822,0.0001225999,0.00007060227],"domain_scores_gemma":[0.9980361,0.0004437479,0.001072689,0.00005588211,0.0001705623,0.0002209485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001346903,0.00001800715,0.978161,0.0002360381,0.00004305277,0.0006960004,0.0003608322,0.00006349802,0.003160111,0.0001382972,0.0005364318,0.01645212],"study_design_scores_gemma":[0.000002303961,0.00008212748,0.9959895,0.0001071181,0.00001591458,0.002359522,0.0002099756,0.00004326519,0.0001393071,0.00003557356,0.001009704,0.000005786207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595796,0.03527049,0.0005950938,0.001083764,0.00003570427,0.00002929227,0.0008828404,0.00002175451,0.002501421],"genre_scores_gemma":[0.9889519,0.009615265,0.0005083221,0.0001643308,0.00004408749,0.00001192537,0.0004216433,0.000004456336,0.0002780862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004053379,"threshold_uncertainty_score":0.008059561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08422276698712614,"score_gpt":0.331172202105669,"score_spread":0.2469494351185429,"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."}}