{"id":"W4321500645","doi":"10.4081/aiua.2023.11150","title":"Alternative surgical management of penile siliconoma using partial degloving and resurfacing","year":2023,"lang":"en","type":"article","venue":"Archivio Italiano di Urologia e Andrologia","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Degloving; Medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005184392,0.0001796938,0.0003992156,0.0002376741,0.0001015428,0.00001818982,0.0001041828,0.0001001399,0.00005126835],"category_scores_gemma":[0.00007908489,0.0001556838,0.0001155724,0.0003020205,0.0002511268,0.00009214585,0.0002240316,0.0001768754,0.00001751171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002272051,"about_ca_system_score_gemma":0.00002994395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007074078,"about_ca_topic_score_gemma":0.000002487826,"domain_scores_codex":[0.9985073,0.0001085665,0.0003979352,0.000381235,0.0002229097,0.0003820991],"domain_scores_gemma":[0.9992753,0.0002031319,0.0001255009,0.000232596,0.00004193672,0.0001215193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001541201,0.0002578404,0.9372256,0.0002553503,0.0003621965,0.003611302,0.0006235387,0.0005720391,0.01265962,0.01277152,0.001003827,0.029116],"study_design_scores_gemma":[0.005094543,0.002552049,0.8454682,0.0003561287,0.0003824768,0.0007217127,0.0005609728,0.08448782,0.0391934,0.006931793,0.01326113,0.0009898245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920703,0.00006837223,0.0003292615,0.0005156314,0.0001078498,0.0003314739,0.0000241315,0.0002289503,0.006324054],"genre_scores_gemma":[0.9983303,0.0001565529,0.0009313273,0.0002129963,0.00002596791,0.00002013638,0.00003483039,0.00001747122,0.0002704187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09175742,"threshold_uncertainty_score":0.6348601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03981917052434737,"score_gpt":0.3136414066185674,"score_spread":0.27382223609422,"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."}}