{"id":"W4311584845","doi":"10.1126/scitranslmed.abq6682","title":"A B1a–natural IgG–neutrophil axis is impaired in viral- and steroid-associated aspergillosis","year":2022,"lang":"en","type":"article","venue":"Science Translational Medicine","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Immunology; Aspergillus fumigatus; Aspergillosis; Context (archaeology); Antibody; Pneumonia; Innate immune system; Aspergillus; Biology; Medicine; Virology; Immune system; Microbiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001348498,0.0001576989,0.0003503756,0.0003495623,0.0003990008,0.00001115741,0.0001725053,0.00003112253,0.000786222],"category_scores_gemma":[0.0002400607,0.0001251857,0.0000599156,0.001315563,0.0009864512,0.000220746,0.00004221803,0.0003738521,0.000003435144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002211563,"about_ca_system_score_gemma":0.0003255475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002843616,"about_ca_topic_score_gemma":0.0001592189,"domain_scores_codex":[0.997271,0.00007251189,0.0003884441,0.0005273786,0.001368079,0.0003726134],"domain_scores_gemma":[0.9992747,0.0001260043,0.00007193585,0.0002169254,0.0001308027,0.0001795811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007349018,0.000367021,0.8441151,0.00006297883,0.00003958021,0.00007208299,0.006789822,0.00003074342,0.1369574,0.001257979,0.000603821,0.008968499],"study_design_scores_gemma":[0.002764185,0.0006054463,0.9904285,0.0000789769,0.00003740336,0.00002420424,0.0007872802,0.002870267,0.0002866778,0.001735323,0.0002494365,0.0001323155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704677,0.001284671,0.00002178804,0.0266623,0.0001796552,0.0003426895,0.00003350904,0.00003448065,0.0009731311],"genre_scores_gemma":[0.9975413,0.000048073,0.0001234792,0.001737178,0.0000577245,0.00002201211,0.00002977225,0.000009711606,0.0004307161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1463133,"threshold_uncertainty_score":0.8608579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892456816220497,"score_gpt":0.2936705289242001,"score_spread":0.2747459607619952,"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."}}