{"id":"W4401363772","doi":"10.1093/oncolo/oyae181.031","title":"23 Pre-surgical visceral adipose tissue may be a novel pre-surgical risk factor for acute kidney injury among clear cell renal cell cancer patients undergoing radical nephrectomy","year":2024,"lang":"en","type":"article","venue":"The Oncologist","topic":"Muscle and Compartmental Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Nephrectomy; Adipose tissue; Acute kidney injury; Kidney; Kidney cancer; Surgery; Cancer; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002590155,0.0004275082,0.0006077179,0.00009170971,0.000318039,0.0001233377,0.0003522732,0.0003057932,0.001110489],"category_scores_gemma":[0.00006073723,0.000284214,0.0003634996,0.0002802883,0.0005162107,0.0001481073,0.0002124951,0.0007727112,0.00006742965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004380563,"about_ca_system_score_gemma":0.0005418045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000412142,"about_ca_topic_score_gemma":0.0001225645,"domain_scores_codex":[0.9973198,0.0001729427,0.000559552,0.0006955323,0.0005307598,0.0007214403],"domain_scores_gemma":[0.9983729,0.0004418057,0.0001753707,0.0004016315,0.00005836535,0.0005499804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.06880135,0.01749718,0.1439808,0.003387269,0.005444972,0.001811918,0.009914747,0.0003899969,0.01709142,0.001287887,0.6022614,0.128131],"study_design_scores_gemma":[0.01329554,0.007637535,0.05499163,0.0003925138,0.001728964,0.00004204582,0.0001029118,0.005152739,0.00620664,0.00009690922,0.9096473,0.0007052142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985914,0.0005557069,0.0002184926,0.002033527,0.0007962339,0.002192978,0.001750568,0.0002640347,0.006274496],"genre_scores_gemma":[0.9883187,0.0005813864,0.0004446052,0.000820823,0.0006153175,0.0004092849,0.0002528402,0.00008727091,0.008469783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.307386,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01836566713257955,"score_gpt":0.3295378471971235,"score_spread":0.3111721800645439,"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."}}