{"id":"W4387316864","doi":"10.48083/lcme5237","title":"Oncologic Outcomes of a Novel Mapping Biopsy Technique Before Surgical Excision in the Management of Extramammary Paget Disease","year":2023,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Biopsy; Malignancy; Wide local excision; Surgical excision; Surgery; Surgical margin; Demographics; Radiology; Internal medicine; Resection","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":[0.0006512577,0.0001248046,0.0002141287,0.0002936476,0.0002548305,0.0003418199,0.0001618398,0.000170258,0.0005072421],"category_scores_gemma":[0.002755416,0.0000864853,0.0001940366,0.0002797831,0.0002189081,0.0003710698,0.0003898152,0.0002587903,0.00008921261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002779313,"about_ca_system_score_gemma":0.0002818953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006483084,"about_ca_topic_score_gemma":0.001823628,"domain_scores_codex":[0.9996195,0.0001289544,0.00003163643,0.0000621922,0.0001000455,0.00005768819],"domain_scores_gemma":[0.9983516,0.000398526,0.0008794709,0.00005772242,0.00011668,0.0001960582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003566636,0.00008280874,0.9832808,0.00001971244,0.00002984941,0.0003252403,0.00006760535,0.0002526293,0.0006451295,0.00001478248,0.00007542555,0.01484943],"study_design_scores_gemma":[0.00002092059,0.001062475,0.9950377,0.0000150093,0.00003460154,0.002256753,0.0002137937,0.0005824438,0.0004609149,0.00003440283,0.0002758071,0.000005136432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990444,0.0004045882,0.0002019729,0.00002990611,0.000004535703,0.000008669997,0.000040503,0.000002349607,0.0002631159],"genre_scores_gemma":[0.9995321,0.0001329015,0.0001823232,0.00001858877,0.00001471374,0.000005821259,0.00007443634,0.000001273139,0.00003794801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006512577,"threshold_uncertainty_score":0.003444195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08105467790106322,"score_gpt":0.3882268143706875,"score_spread":0.3071721364696243,"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."}}