{"id":"W2312996915","doi":"10.1097/lgt.0000000000000010","title":"Vulvar Trichoblastoma","year":2014,"lang":"en","type":"review","venue":"Journal of Lower Genital Tract Disease","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Saint-Luc; Université de Montréal; Hôpital Notre-Dame","funders":"","keywords":"Medicine; Malignant transformation; Basal cell carcinoma; Differential diagnosis; Vulvar neoplasm; Benign tumor; Immunohistochemistry; Pathology; Vulvar Carcinoma; Vulvectomy; Carcinoma; Vulva; Vulvar cancer; Dermatology; Basal cell","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003277026,0.0004268957,0.00227463,0.0005071149,0.0000583061,0.00004825191,0.0002671047,0.0002042376,0.0006810681],"category_scores_gemma":[0.0005020606,0.0002875898,0.002851467,0.0003316464,0.0000617511,0.0001347796,0.00003575748,0.0009667184,0.0002248541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002329768,"about_ca_system_score_gemma":0.001836181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001015875,"about_ca_topic_score_gemma":3.029428e-7,"domain_scores_codex":[0.997362,0.0001178612,0.00126579,0.0002333956,0.0007151682,0.0003058161],"domain_scores_gemma":[0.9968007,0.0002760715,0.0008836166,0.0004375764,0.0002593725,0.001342616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008350595,0.001682809,0.00006088149,0.01552585,0.0006148313,0.0166544,0.00002168097,7.827178e-7,0.000001094509,0.00001288034,0.01804149,0.9465482],"study_design_scores_gemma":[0.0009536351,0.0007395651,0.0005357757,0.01049466,0.007695383,0.005817345,0.000005136681,0.000001275343,1.4298e-7,0.00002120251,0.9734702,0.0002656689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004176821,0.99634,0.00007420674,0.00008964049,0.001328506,0.0003923685,0.00009648084,0.00001835634,0.001242742],"genre_scores_gemma":[0.004795635,0.9903743,0.0001100603,0.0001601026,0.002972211,0.00001027071,0.00002470067,0.00008898258,0.001463723],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9554287,"threshold_uncertainty_score":0.9999576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03686322628287832,"score_gpt":0.3628380791573849,"score_spread":0.3259748528745066,"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."}}