{"id":"W1981351015","doi":"10.1111/j.1399-3062.2009.00461.x","title":"Severe cerebral aspergillosis after liver transplant","year":2009,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University","funders":"","keywords":"Medicine; Aspergillosis; Liver transplantation; Differential diagnosis; Complication; Autoimmune hepatitis; Epidemiology; Pathology; Transplantation; Hepatitis; Intensive care medicine; Immunology; Surgery","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001002734,0.000312384,0.0003748198,0.0001047753,0.0001280767,0.00002790515,0.00007512523,0.0001252128,0.001414853],"category_scores_gemma":[0.00001325242,0.0002606764,0.0003968308,0.0001833166,0.00008336917,0.0001677877,0.000003654991,0.0002761249,0.0002410599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008770508,"about_ca_system_score_gemma":0.0001421309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005530942,"about_ca_topic_score_gemma":0.0001278392,"domain_scores_codex":[0.9982928,0.00005602679,0.0003090174,0.0004874564,0.0003792548,0.0004754501],"domain_scores_gemma":[0.9987749,0.00003894919,0.00003634763,0.000420354,0.00006866181,0.0006607362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005546672,0.001059142,0.9855933,0.0003893569,0.0001011842,0.002718291,0.0005077258,0.0000104465,0.0007438115,0.0004155322,0.0003514072,0.002563159],"study_design_scores_gemma":[0.001891178,0.0003962083,0.99478,0.0003213038,0.000727119,0.0001885743,0.00001120619,0.0001460194,0.0002726639,0.0003635725,0.0005322163,0.0003699138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892581,0.0009716447,0.0004796599,0.0005533319,0.000115972,0.0004907505,0.0003871247,0.0002986695,0.007444718],"genre_scores_gemma":[0.9957736,0.0007285503,0.0000398384,0.002395774,0.0001581407,0.00002802397,0.0001465092,0.00002487185,0.0007046491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009186752,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008707813046937653,"score_gpt":0.2312263555213503,"score_spread":0.2225185424744126,"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."}}