{"id":"W4415603099","doi":"10.1097/pai.0000000000001284","title":"Immunohistochemical Profiles of Dermatofibroma and Dermatofibrosarcoma Protuberans","year":2025,"lang":"en","type":"article","venue":"Applied immunohistochemistry & molecular morphology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dermatofibrosarcoma protuberans; Dermatofibroma; Immunohistochemistry; CD34; Dermatopathology; Dermatofibrosarcoma","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":[0.00009218743,0.0003806246,0.0007743851,0.0001427034,0.00009938104,0.00001344512,0.0002011842,0.0003177653,0.00008011247],"category_scores_gemma":[0.00004607058,0.0003771146,0.0002032832,0.0002809305,0.0006170316,0.00002512255,0.0002008166,0.000287938,0.00001117217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583394,"about_ca_system_score_gemma":0.0001943976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003034107,"about_ca_topic_score_gemma":1.255618e-8,"domain_scores_codex":[0.9981607,0.00003569885,0.0006364196,0.0005812245,0.0001822475,0.000403709],"domain_scores_gemma":[0.9986668,0.00008881063,0.0001730391,0.0008458529,0.0001144233,0.0001110749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003575964,0.0005216099,0.002617046,0.0005130128,0.0003737395,0.0001818531,0.00006618536,4.174386e-7,0.9885355,0.002740913,0.000730235,0.003361871],"study_design_scores_gemma":[0.002856822,0.00006934404,0.007339974,0.0001688917,0.0003396662,0.001213418,0.00008188193,0.00001012978,0.986621,0.000622062,0.0004367359,0.0002400958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730456,0.01360398,0.0007907766,0.0007554434,0.00005958114,0.00106606,0.00001315337,0.00008759543,0.01057782],"genre_scores_gemma":[0.9872885,0.00007576001,0.01090124,0.000656529,0.00001038699,0.000705598,0.0001406188,0.0000403394,0.0001810516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01424289,"threshold_uncertainty_score":0.9998681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004677519184814286,"score_gpt":0.2583640872125721,"score_spread":0.2536865680277579,"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."}}