{"id":"W2403794273","doi":"10.1111/cyt.12341","title":"Proximal epithelioid sarcoma after a history of malignant melanoma: a diagnostic challenge","year":2016,"lang":"en","type":"article","venue":"Cytopathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Jubilee Hospital; University of British Columbia","funders":"","keywords":"Epithelioid sarcoma; Medicine; Melanoma; Pathology; Sarcoma; Female circumcision; Soft tissue; Sex organ; Epithelioid cell; Immunohistochemistry; Biology; Cancer research; Gynecology","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":[0.0001498783,0.0001930581,0.0004997715,0.0001537568,0.00001325869,0.000001252204,0.00008510359,0.0001315836,0.0006097181],"category_scores_gemma":[0.0002753953,0.0001148354,0.0001628222,0.00004927508,0.0002611046,0.00003920152,0.00007049033,0.00007249511,0.0002295827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000321246,"about_ca_system_score_gemma":0.0001473191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000132181,"about_ca_topic_score_gemma":0.00001235361,"domain_scores_codex":[0.9987267,0.00009612461,0.0003259493,0.0003671986,0.0001515984,0.0003324869],"domain_scores_gemma":[0.9988064,0.0004008525,0.0001114536,0.0004760625,0.00007933063,0.0001258552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007172704,0.002658799,0.893486,0.0001521741,0.00009726453,0.01183131,0.001009717,2.552361e-8,0.02136022,0.001998194,0.00155869,0.06513029],"study_design_scores_gemma":[0.004118867,0.002074538,0.9615607,0.0003589423,0.0002531975,0.001508281,0.00003090909,0.000001270849,0.006402007,0.0005151655,0.02297592,0.0002002081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727457,0.0209228,0.00006085674,0.003194433,0.0003245932,0.0004657306,0.00002868964,0.00005069907,0.002206479],"genre_scores_gemma":[0.9965785,0.0009641732,0.0004799893,0.0003451731,0.0001250781,0.000498253,0.000004188871,0.00003158775,0.0009730957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06807464,"threshold_uncertainty_score":0.6675985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914070178567066,"score_gpt":0.2425990238682773,"score_spread":0.2234583220826066,"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."}}