{"id":"W2013952970","doi":"10.1016/j.amjsurg.2006.02.013","title":"Renal allograft compartment syndrome: an underappreciated postoperative complication","year":2006,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Hospital and Health Sciences Centre; Foothills Medical Centre","funders":"","keywords":"Medicine; Complication; Surgery; Renal function; Ultrasound; Transplantation; Perfusion; Ischemia; Radiology; Cardiology; 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":[0.0006382011,0.000130644,0.0005511222,0.0001657134,0.0001768567,0.00002537062,0.000130772,0.0000174326,0.00005052465],"category_scores_gemma":[0.00002682997,0.00008417972,0.000223148,0.0004902361,0.0003494269,0.0001259584,0.00001558102,0.0002181912,0.00001313571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007768071,"about_ca_system_score_gemma":0.0001618134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001018073,"about_ca_topic_score_gemma":0.000003443106,"domain_scores_codex":[0.9985443,0.0002578043,0.0005851755,0.0001236979,0.0002956561,0.0001933827],"domain_scores_gemma":[0.9980301,0.0005220931,0.0007230025,0.0002879061,0.0003080069,0.0001288367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009202138,0.007754792,0.5278995,0.00004185577,0.00217474,0.0011382,0.001097195,0.003216419,0.2263742,0.005997987,0.07099383,0.1441091],"study_design_scores_gemma":[0.0001853202,0.0004800269,0.9877922,0.00008758276,0.0001550013,0.005034151,0.0004065545,0.000153433,0.001637375,0.0006272931,0.003302039,0.0001390578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916073,0.0001886341,0.001471384,0.006231189,0.00007044119,0.0001224864,0.000004870259,0.00002211023,0.0002816034],"genre_scores_gemma":[0.9980245,0.0000445934,0.0005810467,0.00108589,0.000126643,0.00000928013,0.00003444649,0.00001427281,0.00007932811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4598926,"threshold_uncertainty_score":0.3432749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04005178168766872,"score_gpt":0.2931326521757395,"score_spread":0.2530808704880708,"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."}}