{"id":"W4213345833","doi":"10.1111/tid.13812","title":"Epidemiology of candidemia in lung transplant recipients and risk factors for candidemia in the early posttransplant period in the absence of universal antifungal prophylaxis","year":2022,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Lung transplantation; Internal medicine; Epidemiology; Transplantation; Incidence (geometry); Retrospective cohort study; Lung; Intensive care medicine; Surgery; Pediatrics","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":[0.0007489395,0.0001815841,0.0003260915,0.001423914,0.0003266633,0.0006597838,0.0002973126,0.0003670666,0.001228329],"category_scores_gemma":[0.002204967,0.0001819388,0.0003751256,0.001323377,0.0003200904,0.0005000388,0.0004334275,0.0004728269,0.0001433529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003673977,"about_ca_system_score_gemma":0.0004146856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0022348,"about_ca_topic_score_gemma":0.001881035,"domain_scores_codex":[0.9993116,0.0001367838,0.0001314583,0.0001113666,0.0001569167,0.0001518615],"domain_scores_gemma":[0.9964474,0.0005247667,0.002277874,0.0000838496,0.0001805917,0.0004855585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002661403,0.000008481398,0.9993508,0.000005036658,0.000009400999,0.00007103034,0.0000121548,0.00001620754,0.00007215737,0.000004268023,0.0000140032,0.0004097732],"study_design_scores_gemma":[0.000001296459,0.00005599087,0.9988691,0.000007128372,0.00001023071,0.0008156248,0.00007612326,0.00006373105,0.00004910014,0.00000587415,0.0000438366,0.000001948636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986148,0.0009683895,0.0000668936,0.00002625145,0.000003418512,0.000005024106,0.000116909,0.000003090666,0.0001951956],"genre_scores_gemma":[0.9995574,0.0002555201,0.00004855535,0.00000860225,0.000008613226,0.000002968518,0.00009615444,8.933275e-7,0.00002133871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0022348,"threshold_uncertainty_score":0.004443645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02328630675143078,"score_gpt":0.3016167979309135,"score_spread":0.2783304911794827,"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."}}