{"id":"W4411045565","doi":"10.1093/ced/llaf247","title":"True malignant transformation in a proliferating trichilemmal tumour","year":2025,"lang":"en","type":"article","venue":"Clinical and Experimental Dermatology","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Malignant transformation; Biopsy; Medicine; Lesion; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001360625,0.0002167382,0.0001639227,0.0006419292,0.0005568765,0.0005515658,0.0001805007,0.0006258308,0.002330638],"category_scores_gemma":[0.001146321,0.0002049727,0.0001578057,0.0003632881,0.0004008573,0.0004414236,0.0004034596,0.0003744153,0.0007548403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002297664,"about_ca_system_score_gemma":0.0001334782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000695145,"about_ca_topic_score_gemma":0.00102193,"domain_scores_codex":[0.9998783,0.00001500682,0.000008973107,0.00002214531,0.00002881921,0.00004679916],"domain_scores_gemma":[0.9997157,0.0001015321,0.00006145738,0.00002556448,0.00002636333,0.00006928506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.000270071,0.00003803582,0.04995944,0.00007545767,0.00001031976,0.9215268,0.00046215,0.00008860647,0.01458264,0.0003506249,0.0004947252,0.01214106],"study_design_scores_gemma":[0.00001513405,0.000169379,0.03865365,0.00001922504,0.00002065445,0.9546553,0.0003454753,0.000374197,0.002767177,0.0002985499,0.002671652,0.000009516913],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985944,0.002130959,0.0005541665,0.0003320579,0.00004601206,0.00002374299,0.00008161586,0.00006156971,0.0108259],"genre_scores_gemma":[0.9985801,0.0003776617,0.0001806507,0.00006675941,0.00004644691,0.000001894724,0.00002585291,0.000003880269,0.0007166958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002330638,"threshold_uncertainty_score":0.007796764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950796689985171,"score_gpt":0.3870451733302923,"score_spread":0.3575372064304406,"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."}}