{"id":"W2041253446","doi":"10.5489/cuaj.1739","title":"A surgical challenge: Idiopathic scrotal elephantiasis","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Elephantiasis; Lymphedema; Filariasis; Medicine; Surgery; Hydrocele; Malignancy; Scrotum; Dermatology; General surgery; Pathology; Breast cancer; Cancer","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":[0.001188469,0.000137874,0.0003628703,0.0001568558,0.0002626721,0.00008708153,0.0001034369,0.0002695718,0.0008375691],"category_scores_gemma":[0.001678988,0.0001042287,0.0002223518,0.0001616681,0.00003061949,0.00007628652,0.00001146027,0.0001400647,0.0003006711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006470323,"about_ca_system_score_gemma":0.0006287544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004088231,"about_ca_topic_score_gemma":0.0001673608,"domain_scores_codex":[0.9980928,0.0003251852,0.0003828061,0.0001917554,0.000480542,0.0005269358],"domain_scores_gemma":[0.9978254,0.0001515541,0.0002050276,0.0001218116,0.0002521075,0.001444057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000145098,0.000218412,0.9662166,0.00003343977,0.0002086761,0.001015697,0.0001524478,0.000009409799,0.00006022759,0.002482725,0.01641981,0.01303751],"study_design_scores_gemma":[0.004211257,0.0008838975,0.7307786,0.00008154776,0.0002221186,0.003048286,0.00008774878,0.0004630497,0.00001948823,0.001608418,0.2583071,0.0002885243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9167515,0.00200889,0.0001428194,0.05064561,0.0007047156,0.0002701356,0.0000171826,0.000071986,0.02938716],"genre_scores_gemma":[0.9942583,0.00006790622,0.00004022124,0.003436776,0.001682666,0.000007615499,0.000007976213,0.0000122362,0.0004863081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2418873,"threshold_uncertainty_score":0.9170794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169834877226994,"score_gpt":0.2301850765313014,"score_spread":0.2184867277590314,"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."}}