{"id":"W2088230908","doi":"10.1016/j.transproceed.2003.08.013","title":"Mesh hood fascial closure in renal allograft compartment syndrome","year":2003,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Muscle and Compartmental Disorders","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Surgery; Complication; Lymphocele; Transplantation; Creatinine; Kidney transplantation; Renal function; Kidney; 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":[0.0001351699,0.0001613031,0.0002517295,0.0001507425,0.00006012094,0.00002235697,0.00005618714,0.00007106741,0.0002384335],"category_scores_gemma":[0.000005491001,0.0001538326,0.00007892996,0.0002884006,0.0000393495,0.0001472853,0.000002769072,0.0001498818,0.00003875024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004674528,"about_ca_system_score_gemma":0.00004948541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000216398,"about_ca_topic_score_gemma":0.00003195361,"domain_scores_codex":[0.9988658,0.00001138542,0.0002963863,0.0002620469,0.000297253,0.0002671575],"domain_scores_gemma":[0.9997255,0.00001065771,0.00005199386,0.00005290899,0.00004372256,0.0001152174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001402231,0.001778381,0.893877,0.001197881,0.0002428412,0.0004755618,0.009057363,0.00001396541,0.03884118,0.04847108,0.003825274,0.000817294],"study_design_scores_gemma":[0.01008076,0.0008499128,0.9625983,0.0003659613,0.0002628195,0.001105573,0.001475099,0.00005114772,0.01790471,0.001127098,0.003768045,0.0004105861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840151,0.00007659585,0.00005384592,0.0002949807,0.00006645858,0.0005149955,0.000008963917,0.00007360172,0.01489546],"genre_scores_gemma":[0.9984931,0.0001284856,0.0005766066,0.0004293248,0.0000154659,0.00007522995,0.00008225835,0.00001635964,0.0001831589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06872134,"threshold_uncertainty_score":0.6273111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413541768689185,"score_gpt":0.2518556841618309,"score_spread":0.237720266474939,"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."}}