{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002963544,0.001214796,0.0006468783,0.001343957,0.003750949,0.001223904,0.0009855969,0.003098343,0.004756344],"category_scores_gemma":[0.001612026,0.0002963371,0.0006283497,0.0009193929,0.002292709,0.001013858,0.0009547731,0.002552995,0.0009651925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002536732,"about_ca_system_score_gemma":0.003434091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01542977,"about_ca_topic_score_gemma":0.04194211,"domain_scores_codex":[0.9994594,0.00003050802,0.000033895,0.00005970469,0.0001648985,0.0002515892],"domain_scores_gemma":[0.9991547,0.0001791033,0.0001837597,0.00003711451,0.00009418406,0.0003510442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00003274601,0.00004274866,0.01190966,0.00009213611,0.00001277339,0.9768708,0.0002363003,0.0002010082,0.001784753,0.000660604,0.001657742,0.006498806],"study_design_scores_gemma":[0.000005972757,0.00002554551,0.003977574,0.00002770459,0.000005838111,0.9932626,0.0002862715,0.0001738344,0.0003031899,0.0002833424,0.001639535,0.000008641022],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8533818,0.01610582,0.01045257,0.03470978,0.002895935,0.0003945163,0.0006825171,0.0005635529,0.08081354],"genre_scores_gemma":[0.9826128,0.00362758,0.003345321,0.003506421,0.002655898,0.00002172171,0.0001462805,0.00003184474,0.004052028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01542977,"threshold_uncertainty_score":0.03067988,"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."}}