{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009642952,0.0001571294,0.0003011477,0.00005784858,0.00006510883,0.0000258424,0.00003179894,0.00006564902,0.00001868556],"category_scores_gemma":[0.0000364388,0.0001083268,0.00009187771,0.0001397002,0.00002427466,0.00003726194,0.00001051275,0.00003849563,0.00001482551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003105863,"about_ca_system_score_gemma":0.0001955232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002574917,"about_ca_topic_score_gemma":0.00001223575,"domain_scores_codex":[0.9989228,0.00004423669,0.0001794635,0.0002831389,0.0002224733,0.0003478711],"domain_scores_gemma":[0.9990748,0.00002975247,0.00004066976,0.0002382144,0.00005021103,0.0005663906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008060856,0.0008830476,0.7947525,0.0009404065,0.000756113,0.001510083,0.0006795761,9.171471e-7,0.000008579325,0.001050574,0.00505537,0.1935567],"study_design_scores_gemma":[0.006506744,0.0001601301,0.9894544,0.0004000981,0.0002177011,0.0005322865,0.0002403481,0.00003175909,0.0003171127,0.00005379878,0.001945804,0.0001397964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852196,0.002181705,0.000008673794,0.003460838,0.0003236873,0.0008433184,0.0001695122,0.000083531,0.007709145],"genre_scores_gemma":[0.9964297,0.0003941611,0.00003080246,0.001461293,0.00005337025,0.0003848729,0.0001738692,0.00002094184,0.001050954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1947019,"threshold_uncertainty_score":0.441744,"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."}}