{"id":"W4412840451","doi":"10.5489/cuaj.9193","title":"Lower extremity lymphedema after pelvic nodal dissection for urologic cancers is associated with metastatic recurrence","year":2025,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lymphedema; Dissection (medical); NODAL; Radiology; Surgery; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005125434,0.0001456531,0.0002787619,0.0005932158,0.0001978989,0.0003564177,0.0002340088,0.0001490122,0.002411077],"category_scores_gemma":[0.002703353,0.00009288693,0.0002758195,0.0008127371,0.0002340965,0.0002838522,0.0003170786,0.0002772326,0.0001521437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002087622,"about_ca_system_score_gemma":0.000349208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001110344,"about_ca_topic_score_gemma":0.001815659,"domain_scores_codex":[0.9996289,0.00008867688,0.00004645249,0.00005868438,0.0001052138,0.00007202582],"domain_scores_gemma":[0.9973797,0.0005091602,0.001762254,0.00005804695,0.0001266934,0.0001639681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002996967,0.000009534896,0.996999,0.00003489597,0.00002029548,0.000338294,0.00001674416,0.00002087074,0.0001437251,0.000007342814,0.00004757429,0.002331785],"study_design_scores_gemma":[0.000002935837,0.00005748865,0.995259,0.00003784449,0.00003151588,0.004104821,0.00008780314,0.0001009539,0.0001252513,0.00002098361,0.0001691057,0.000002353284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975386,0.001772308,0.000134116,0.0000505336,0.000005998819,0.000007029219,0.0001082887,0.000005418101,0.0003777363],"genre_scores_gemma":[0.9994003,0.0003832522,0.00006779992,0.00001463553,0.00001418639,0.000002532113,0.00007125068,9.301078e-7,0.00004514278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002411077,"threshold_uncertainty_score":0.00806582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371095940457052,"score_gpt":0.2546726503956021,"score_spread":0.2409616909910315,"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."}}