{"id":"W2163542318","doi":"10.5489/cuaj.10016","title":"Extracapsular versus intracapsular allograft nephrectomy: impact on allosensitization and surgical outcomes","year":2011,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Nephrectomy; Surgery; Blood loss; Renal transplant; Urology; Transplantation; Kidney; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009317093,0.0002757943,0.0005168118,0.0003240745,0.0002079138,0.00007429991,0.0001131956,0.0005240875,0.001700194],"category_scores_gemma":[0.001202689,0.0001958752,0.0002968239,0.0002306602,0.00008269757,0.000136146,0.00002082333,0.0009399854,0.00005334166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000893341,"about_ca_system_score_gemma":0.0003057287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005081964,"about_ca_topic_score_gemma":0.0001208441,"domain_scores_codex":[0.9978239,0.0002915321,0.0004599991,0.0003096267,0.0004726724,0.0006422933],"domain_scores_gemma":[0.9975716,0.0003802845,0.0002538346,0.0001597032,0.000329264,0.001305344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001133814,0.0001873965,0.9843771,0.000005043637,0.0004799599,0.003057447,0.0001904513,0.000003770251,0.0003202147,0.002450618,0.003350127,0.004444055],"study_design_scores_gemma":[0.002877942,0.002062491,0.969265,0.00002024356,0.000164033,0.0008647472,0.00003790733,0.00006760333,0.0002830205,0.001607146,0.02246628,0.0002835595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866061,0.0001426377,0.00003813064,0.004993343,0.0002000303,0.0002701306,0.00002349532,0.00009619943,0.007629985],"genre_scores_gemma":[0.9960715,0.0002201947,0.001144333,0.002095037,0.0002611322,0.000008105508,0.00002881477,0.00002438227,0.0001464832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01911615,"threshold_uncertainty_score":0.9992124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02959044363246548,"score_gpt":0.2737191110520487,"score_spread":0.2441286674195832,"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."}}