{"id":"W4225872437","doi":"10.1111/tid.13832","title":"Antifungal prophylaxis in adult lung transplant recipients: Uncertainty despite 30 years of experience. A systematic review of the literature and network meta‐analysis","year":2022,"lang":"en","type":"review","venue":"Transplant Infectious Disease","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University Health Network; Toronto General Hospital; University of Toronto; Impact; Ted Rogers Centre for Heart Research","funders":"","keywords":"Medicine; Amphotericin B; Itraconazole; Intensive care medicine; Randomized controlled trial; Meta-analysis; Aspergillosis; Systematic review; Lung transplantation; Antifungal; Internal medicine; Transplantation; MEDLINE; Immunology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08411648,0.002328356,0.01209796,0.008210454,0.000558983,0.004066353,0.002645538,0.002813165,0.001965469],"category_scores_gemma":[0.1453224,0.001805054,0.0222086,0.006139596,0.001277291,0.002885712,0.001835483,0.002016329,0.0002373905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004258093,"about_ca_system_score_gemma":0.005300039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007059632,"about_ca_topic_score_gemma":0.01390193,"domain_scores_codex":[0.9472366,0.03309358,0.01186791,0.003015673,0.004200489,0.0005857226],"domain_scores_gemma":[0.8285399,0.1427478,0.01810146,0.004094257,0.005774114,0.0007425336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001243899,0.00003105108,0.007483198,0.391752,0.5532985,0.0001769183,0.0001506377,0.001846231,0.000169679,0.0007375346,0.001555091,0.04155532],"study_design_scores_gemma":[0.0006821895,0.0003941247,0.008431057,0.11644,0.861855,0.0002491124,0.000144382,0.001385373,0.0002062126,0.002832748,0.00730567,0.00007415708],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001834825,0.9953001,0.0008936363,0.00114351,0.0001614673,0.0001651273,0.0002832891,0.00001404406,0.000203969],"genre_scores_gemma":[0.2348831,0.7513826,0.0065776,0.00428241,0.0007440247,0.001107177,0.0008271773,0.00004090794,0.0001549422],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08411648,"threshold_uncertainty_score":0.4448558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02505639931228054,"score_gpt":0.3031037284451742,"score_spread":0.2780473291328937,"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."}}