{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005236104,0.000265621,0.000515374,0.0003413657,0.0005992719,0.00004298943,0.00003011657,0.00005618371,0.0001531116],"category_scores_gemma":[0.0003183345,0.0002219344,0.0001107914,0.0007489067,0.0000499185,0.0001751659,0.0001383168,0.0005505112,0.000001013469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004035773,"about_ca_system_score_gemma":0.0004634956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001398977,"about_ca_topic_score_gemma":0.0008554658,"domain_scores_codex":[0.9973683,0.0001252373,0.0008518199,0.0005888225,0.0005973218,0.0004685069],"domain_scores_gemma":[0.9987023,0.00008740381,0.000365035,0.0005001869,0.0001205047,0.0002245435],"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":[0.0007291344,0.0003957615,0.3607187,0.000051113,0.00002685978,0.6356252,0.001007506,0.0002983233,0.00006207939,0.000007055541,0.0001581352,0.0009200796],"study_design_scores_gemma":[0.003862804,0.00104771,0.03154392,0.0001283347,0.0001056276,0.9594325,0.00179882,0.0003528103,0.0002698672,0.00001163571,0.0011365,0.0003094022],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974625,0.00009731731,0.00002932155,0.0001411267,0.0002392232,0.001343894,0.00006689173,0.0000905104,0.0005291871],"genre_scores_gemma":[0.9982277,0.00000122164,0.0007349105,0.0001388797,0.0001520251,0.0003400258,0.0001119074,0.00005544348,0.0002378571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3291748,"threshold_uncertainty_score":0.9050221,"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."}}