{"id":"W3207395995","doi":"","title":"Lymphoceles: impact on kidney transplant recipients, graft, and healthcare system.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Lymphatic Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Dialysis; Lymphocele; Nephrectomy; Cohort; Kidney transplantation; Incidence (geometry); Proportional hazards model; Logistic regression; Transplantation; Surgery; Internal medicine; Kidney","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":[0.001030426,0.0001945023,0.0002562887,0.0007803987,0.0002639334,0.0007923862,0.0002157043,0.000242221,0.002600594],"category_scores_gemma":[0.003167022,0.0001140397,0.0004599662,0.001189289,0.0003124549,0.0005660599,0.000559081,0.0004443848,0.0001443459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004785152,"about_ca_system_score_gemma":0.0006981395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002765818,"about_ca_topic_score_gemma":0.003459057,"domain_scores_codex":[0.999272,0.000202043,0.0001001122,0.0001087227,0.0001752055,0.0001418879],"domain_scores_gemma":[0.9954916,0.0009127841,0.002879895,0.00007979873,0.0001814435,0.0004544768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004808676,0.00002180057,0.9945735,0.0000705966,0.00005873783,0.00009460293,0.00003706758,0.00005018372,0.00006368985,0.00002745533,0.0001669955,0.004787215],"study_design_scores_gemma":[0.000003944004,0.00007177737,0.9984691,0.00007605743,0.00004069396,0.0005728713,0.0001954404,0.0001714698,0.00006713095,0.00004322428,0.0002841236,0.00000423353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922572,0.005534486,0.0001699418,0.0004137355,0.00002357257,0.00001212323,0.0008904291,0.0000083875,0.0006902302],"genre_scores_gemma":[0.9981855,0.001246164,0.00007321435,0.00007427404,0.00004131537,0.00000482489,0.0002889516,0.000001600013,0.00008410695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002765818,"threshold_uncertainty_score":0.008699834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744153666579792,"score_gpt":0.2504636800412102,"score_spread":0.2330221433754123,"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."}}