{"id":"W2510858931","doi":"10.1097/pgp.0000000000000317","title":"Assessment of CK17 as a Marker for the Diagnosis of Differentiated Vulvar Intraepithelial Neoplasia","year":2016,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Genital Health and Disease","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Lichen sclerosus; Pathology; Vulvar intraepithelial neoplasia; Immunohistochemistry; Cytokeratin; Vulva; Medicine; Dysplasia; Vulvar Diseases","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004632492,0.00009602591,0.0003568897,0.0001172608,0.00002415061,0.000003822378,0.00025703,0.0001139725,0.001094147],"category_scores_gemma":[0.002797346,0.00004374306,0.0002561733,0.00004723245,0.0001932255,0.00004141044,0.00005705869,0.0001325166,0.000004982881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007472814,"about_ca_system_score_gemma":0.0002644201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005905908,"about_ca_topic_score_gemma":0.00000543015,"domain_scores_codex":[0.9985807,0.000114708,0.0006905781,0.0001110277,0.0003396243,0.0001633925],"domain_scores_gemma":[0.996008,0.002324733,0.0005605344,0.0001054243,0.0008560755,0.0001452524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004287794,0.001837774,0.9314807,0.00006317555,0.0003243481,0.0005161569,0.00005519162,0.000008076406,0.01900248,0.003937862,0.000974921,0.03751154],"study_design_scores_gemma":[0.003829052,0.002948147,0.9862847,0.00005122745,0.0001538507,0.0003883808,0.00003982595,0.00003838104,0.001658836,0.003934537,0.0006274521,0.00004555827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896094,0.0001727441,0.002377528,0.0062695,0.0008525065,0.0002658284,0.00008779173,0.000004317505,0.0003603955],"genre_scores_gemma":[0.9978419,0.000166696,0.0009364402,0.0007436428,0.00019333,0.00003278521,0.000004429283,0.000006651757,0.00007411495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05480407,"threshold_uncertainty_score":0.999819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02517035954847843,"score_gpt":0.3620540991061172,"score_spread":0.3368837395576388,"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."}}