{"id":"W4213031057","doi":"10.1016/j.jdcr.2022.01.033","title":"Malignant proliferating trichilemmal tumors arising in patients with multiple trichilemmal cysts: A case series","year":2022,"lang":"en","type":"article","venue":"JAAD Case Reports","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Outer root sheath; Scalp; Hair follicle; Medicine; Malignant transformation; Pathology; Atypia; Dermatology; Internal medicine","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":[0.0004056397,0.001638402,0.0009582723,0.002715721,0.002597131,0.001432309,0.0009934453,0.002674698,0.003185071],"category_scores_gemma":[0.002439529,0.001077864,0.0009356274,0.002147763,0.001441173,0.001900339,0.001468006,0.001658216,0.001130122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007618454,"about_ca_system_score_gemma":0.0007439148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001612251,"about_ca_topic_score_gemma":0.002041314,"domain_scores_codex":[0.9991849,0.00007191711,0.0001576015,0.0001866386,0.0001779672,0.0002209637],"domain_scores_gemma":[0.9983971,0.0003541799,0.0004206784,0.0001696261,0.000116476,0.0005418577],"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":[0.00004782871,0.0001160826,0.04649298,0.00006110167,0.0000324382,0.9482794,0.0003845523,0.00008654477,0.0008873931,0.0001118007,0.0003698743,0.003129937],"study_design_scores_gemma":[0.000005746763,0.00004248454,0.0111023,0.00001463528,0.00002111385,0.9877765,0.000228309,0.0001103043,0.0001994476,0.0000541876,0.0004328196,0.00001216887],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854349,0.006841567,0.001828289,0.0006107636,0.0002261557,0.000157553,0.000162999,0.00009887671,0.004638937],"genre_scores_gemma":[0.9964243,0.001753225,0.0006508354,0.0001956154,0.0003108525,0.00002806086,0.00009097428,0.00001449025,0.0005317128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003185071,"threshold_uncertainty_score":0.01065511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00992941593155613,"score_gpt":0.2368102103151789,"score_spread":0.2268807943836228,"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."}}