{"id":"W4280594529","doi":"10.1111/ctr.14709","title":"Voriconazole therapeutic drug monitoring among lung transplant recipients receiving targeted therapy for invasive aspergillosis","year":2022,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"","keywords":"Medicine; Voriconazole; Therapeutic drug monitoring; Discontinuation; Aspergillosis; Internal medicine; Retrospective cohort study; Surgery; Pharmacokinetics; Antifungal; Immunology","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":[0.001263392,0.0002126445,0.0004645376,0.00009635022,0.0004815433,0.00002135803,0.0001644989,0.0001081825,0.000180167],"category_scores_gemma":[0.0000920582,0.0001949137,0.000415418,0.0002687759,0.0001036097,0.0001576465,0.00000906595,0.0004897722,0.000004720793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001309126,"about_ca_system_score_gemma":0.0001390672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004020592,"about_ca_topic_score_gemma":0.00003199703,"domain_scores_codex":[0.9975261,0.0003185951,0.0007927099,0.0005635694,0.000449658,0.0003493792],"domain_scores_gemma":[0.9979832,0.001277359,0.0001753241,0.0002794227,0.0001232203,0.0001615278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003906118,0.0004132877,0.9835893,0.0001585082,0.0001957439,0.00002894637,0.001698743,0.00005156076,0.004671947,0.00002925617,0.00008503441,0.00517158],"study_design_scores_gemma":[0.003769971,0.0004926339,0.9874457,0.0001694305,0.0002793381,0.000007755081,0.0004466373,0.0003509273,0.006621651,0.0001537239,0.0000499981,0.0002122214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937283,0.0008231111,0.002313664,0.000323973,0.001159258,0.001191252,0.0001604145,0.0001021196,0.000197895],"genre_scores_gemma":[0.9931899,0.004533219,0.0005658926,0.0003281464,0.0002857187,0.0002963217,0.0003740921,0.00004249459,0.0003841981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004959358,"threshold_uncertainty_score":0.7948349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05756011827456338,"score_gpt":0.3614385930545005,"score_spread":0.3038784747799371,"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."}}