{"id":"W3001775527","doi":"10.1111/tid.13250","title":"Incidence and outcomes of invasive fungal infection among solid organ transplant recipients: A population‐based cohort study","year":2020,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; University Health Network; Western University","funders":"","keywords":"Medicine; Incidence (geometry); Cohort; Solid organ; Population; Cohort study; Organ transplantation; Internal medicine; Transplantation; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002204094,0.0002783502,0.0006270356,0.0001290562,0.000145579,0.00002077644,0.00006482624,0.00008597162,0.0001113178],"category_scores_gemma":[0.0002342518,0.0002399845,0.0001765562,0.0003327069,0.0001119306,0.0002035818,0.00001093973,0.0002364533,0.000008319247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007554321,"about_ca_system_score_gemma":0.0001868488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001404881,"about_ca_topic_score_gemma":0.00240892,"domain_scores_codex":[0.9980679,0.0001439398,0.0005381028,0.0005143743,0.0004843353,0.0002514136],"domain_scores_gemma":[0.998717,0.0001649947,0.0001453973,0.0002868583,0.0001406656,0.0005450912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00150614,0.0009694266,0.994685,0.0005393918,0.0002262147,0.0002158023,0.001084385,0.0001005265,0.0005563319,0.00001179627,0.000008599111,0.000096389],"study_design_scores_gemma":[0.00250367,0.0007733935,0.9942702,0.0002629278,0.001188124,0.000008130721,0.00004496979,0.0003178093,0.0003809855,0.00002359303,0.000001217614,0.000224957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966945,0.00004421137,0.0008959408,0.0001898074,0.0000887264,0.00164776,0.0002027594,0.0001609643,0.00007530773],"genre_scores_gemma":[0.9991267,0.0001170234,0.00001082389,0.0004312265,0.00004154681,0.00006231561,0.0001671146,0.00002764278,0.00001558298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002432201,"threshold_uncertainty_score":0.9786283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382226482633474,"score_gpt":0.2711227090197365,"score_spread":0.2573004441934018,"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."}}