{"id":"W2947433531","doi":"10.1111/tri.13467","title":"Clinical and economic burden of infections in hospitalized solid organ transplant recipients compared with the general population in Canada – a retrospective cohort study","year":2019,"lang":"en","type":"article","venue":"Transplant International","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Eli Lilly (Canada); University of Toronto; University Health Network","funders":"","keywords":"Medicine; Retrospective cohort study; Pneumonia; Sepsis; Internal medicine; Cohort; Cohort study; Population; Emergency medicine; Intensive care medicine","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":[0.000173817,0.0001295645,0.0003941279,0.0001165803,0.00002051273,0.000008807981,0.00007679631,0.00003426519,0.0001114546],"category_scores_gemma":[0.000002152404,0.00008814519,0.00004203915,0.00008273003,0.00002851122,0.00007167966,0.000003968783,0.0001563604,0.00000266143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003227857,"about_ca_system_score_gemma":0.0001808595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6140471,"about_ca_topic_score_gemma":0.756911,"domain_scores_codex":[0.9988165,0.00006498913,0.0004719033,0.0002537215,0.0002709215,0.0001219789],"domain_scores_gemma":[0.9996206,0.00007805477,0.0001008121,0.0001158203,0.00003705575,0.00004769815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008870804,0.0002331333,0.996088,0.00001636825,0.0003560014,0.00005891213,0.0007967068,0.0014218,0.00002236974,0.0000815092,0.000001758528,0.00003641612],"study_design_scores_gemma":[0.007998257,0.0002982318,0.9885932,0.0002443579,0.0001138203,0.00006655915,0.000109538,0.002454968,0.00001856008,0.00001013719,0.00000400252,0.00008834313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979187,0.000007032128,0.00002302381,0.0002282654,0.0002586991,0.0009751194,0.0002331809,0.000006700961,0.0003493225],"genre_scores_gemma":[0.9993376,0.0001092973,0.00003940647,0.00003025645,0.00002832582,0.00003312372,0.000320603,0.00001090732,0.00009053516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1428639,"threshold_uncertainty_score":0.388523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262407050052991,"score_gpt":0.3019007613892765,"score_spread":0.2892766908887466,"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."}}