{"id":"W4386997675","doi":"10.1016/j.transproceed.2023.08.019","title":"Protective Effect of Subcutaneous Drains on Wound Infections in Kidney Transplantation","year":2023,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Surgical site infection prevention","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Thymoglobulin; Immunosuppression; Surgery; Kidney transplantation; Transplantation; Diabetes mellitus; Incidence (geometry); Kidney; Prospective cohort study; Anesthesia; Internal medicine","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":[0.0005291411,0.0001981733,0.0003232535,0.0007981706,0.00008104468,0.00001797121,0.00004700062,0.0001715895,0.0002319292],"category_scores_gemma":[0.0001506149,0.0001812191,0.0001411316,0.001523097,0.00005781995,0.0002251423,0.00000301296,0.0003056056,0.0001224544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219813,"about_ca_system_score_gemma":0.0000500551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009098758,"about_ca_topic_score_gemma":0.00002378054,"domain_scores_codex":[0.9985585,0.00005135848,0.0004359725,0.0003287369,0.0003767656,0.0002486171],"domain_scores_gemma":[0.9992915,0.000254834,0.0001291821,0.00006880862,0.0001257071,0.0001300161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03063835,0.001573489,0.3914289,0.01891346,0.0004253724,0.001037373,0.01741102,0.0009449208,0.507425,0.007661104,0.0002621477,0.02227887],"study_design_scores_gemma":[0.02302461,0.0128124,0.5366303,0.004624133,0.0009649136,0.003704894,0.0002867012,0.001424545,0.412584,0.00264781,0.0004986271,0.0007970588],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898702,0.000003460029,0.0004155741,0.0002839283,0.0001493281,0.001560899,0.00003945991,0.0003465073,0.007330626],"genre_scores_gemma":[0.9989749,0.0001568013,0.00002436899,0.0000800502,0.00004697299,0.0002810306,0.0002172721,0.0000301342,0.0001885312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1452014,"threshold_uncertainty_score":0.73899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01117867463260661,"score_gpt":0.2843460837705699,"score_spread":0.2731674091379632,"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."}}