{"id":"W3133972322","doi":"10.1097/txd.0000000000001128","title":"Risk of Lung Allograft Dysfunction Associated With Aspergillus Infection","year":2021,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Aspergillus; Lung; Lung transplantation; Intensive care medicine; Immunology; Internal medicine; Microbiology","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":[0.0003012375,0.0001508367,0.0003360688,0.0001279282,0.00008449237,0.00001174915,0.00002242265,0.0001072448,0.000200102],"category_scores_gemma":[0.00008709268,0.000123557,0.0001331757,0.0004789459,0.0000447669,0.0001241416,0.000001560274,0.0001597186,0.000004473754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000473598,"about_ca_system_score_gemma":0.0001013045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000232208,"about_ca_topic_score_gemma":0.0007794095,"domain_scores_codex":[0.9987395,0.0002484239,0.0003051445,0.000243658,0.0003048317,0.0001584068],"domain_scores_gemma":[0.9990505,0.0003207162,0.0001563173,0.0001485875,0.0002522564,0.00007161978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009958351,0.0002152609,0.982264,0.0004205185,0.0007124585,0.0001488831,0.0009860053,0.0005054069,0.01015297,0.0001423901,0.00003788375,0.003418372],"study_design_scores_gemma":[0.00306794,0.0002032004,0.9380817,0.0003112962,0.001868152,0.0001301378,0.00003288775,0.0003120226,0.05569674,0.00002627935,0.0001324071,0.0001372579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623194,0.0001929008,0.02971875,0.0001119703,0.0002230493,0.000242226,0.0001221413,0.0001640914,0.006905471],"genre_scores_gemma":[0.9926942,0.002219746,0.003589214,0.00008747861,0.00004179659,0.00001702539,0.0007311064,0.00002406515,0.000595355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04554377,"threshold_uncertainty_score":0.503851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422337471035938,"score_gpt":0.2784399832794613,"score_spread":0.264216608569102,"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."}}