{"id":"W4391054310","doi":"10.1177/20499361231224980","title":"Update on therapeutic approaches for invasive fungal infections in adults","year":2024,"lang":"en","type":"article","venue":"Therapeutic Advances in Infectious Disease","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Immunosuppression; Amphotericin B; Antifungal; Intensive care medicine; Voriconazole; Medicine; Immunology; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000297283,0.0003043825,0.0003794724,0.000387249,0.0001002038,0.00004375729,0.00009513084,0.0001053753,0.00008824741],"category_scores_gemma":[0.00016062,0.0002564219,0.0002224965,0.0006525018,0.0001871084,0.0003460816,0.00002101607,0.0004052063,0.00006340435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003556359,"about_ca_system_score_gemma":0.0003441485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001723555,"about_ca_topic_score_gemma":0.0008055847,"domain_scores_codex":[0.9981507,0.0001071126,0.0003995941,0.0006502636,0.000234742,0.0004576021],"domain_scores_gemma":[0.998725,0.0005826203,0.00005267637,0.0004077344,0.00005428838,0.0001777042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006034194,0.002556443,0.6442506,0.002845699,0.0001737523,0.0001843207,0.0008350866,0.001810482,0.00009226807,0.04705808,0.00004153902,0.2941175],"study_design_scores_gemma":[0.01238803,0.003929731,0.6623015,0.005315397,0.0006753631,0.00007268158,0.001321631,0.01719114,0.0005194607,0.2623808,0.03223403,0.001670237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9350051,0.04877399,0.005495769,0.0009834029,0.0008241672,0.002759942,0.0000838816,0.000394386,0.005679414],"genre_scores_gemma":[0.9941438,0.003742598,0.00003390162,0.0009815667,0.0001765986,0.0006508603,0.00004460446,0.00005382531,0.000172201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2924473,"threshold_uncertainty_score":0.9999888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758028964732312,"score_gpt":0.3152954032290605,"score_spread":0.2877151135817374,"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."}}