{"id":"W1927576610","doi":"10.5489/cuaj.3015","title":"Intra-corporeal robotic renal auto-transplantation","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Surgery; Gold standard (test); Nephrectomy; Transplantation; Pyeloplasty; Ischemia; Kidney transplantation; Kidney; Radiology; Urinary system; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008854503,0.0001179844,0.0002429528,0.000162714,0.0001392274,0.00007081086,0.00009055313,0.0002423647,0.0001831046],"category_scores_gemma":[0.000791089,0.00008700884,0.0001382464,0.0001771329,0.00003317326,0.0001094746,0.000005662006,0.0005508231,0.0001443451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007942531,"about_ca_system_score_gemma":0.0007158844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005270695,"about_ca_topic_score_gemma":0.0005184399,"domain_scores_codex":[0.9985676,0.000172578,0.0002896801,0.0001526814,0.0004074326,0.0004099617],"domain_scores_gemma":[0.9983811,0.00005676178,0.0001665459,0.00008152303,0.0003077887,0.001006291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003098328,0.0001093294,0.9221341,0.00001644867,0.0002845852,0.003353883,0.0006378109,0.001808215,0.001057116,0.001296703,0.0575166,0.0114754],"study_design_scores_gemma":[0.002438154,0.0008293273,0.9398043,0.00002759217,0.000237461,0.005047671,0.00008858411,0.0007614996,0.00009300032,0.006319381,0.04413414,0.0002189324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9237375,0.000440761,0.00465617,0.04878468,0.001175578,0.0003611209,0.00003711836,0.0001414969,0.02066555],"genre_scores_gemma":[0.9944717,0.0001067571,0.000984548,0.002974749,0.0006340974,0.000004720775,0.00008109151,0.000009634352,0.0007326843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0707342,"threshold_uncertainty_score":0.3548118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02736059582426689,"score_gpt":0.240460337163855,"score_spread":0.2130997413395881,"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."}}