{"id":"W3127206009","doi":"10.1159/000511696","title":"Pilomatrixoma with Atypical Features: A Case Report","year":2021,"lang":"en","type":"article","venue":"Case Reports in Dermatology","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Pilomatrixoma; Pilomatricoma; Medicine; Malignancy; Malignant transformation; Pathology; Lesion; Biopsy; Atypia; Dermatology","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":[0.0004371125,0.00318235,0.001926257,0.003432092,0.003261141,0.002675013,0.00159239,0.006182756,0.002306372],"category_scores_gemma":[0.003564207,0.001587159,0.00138481,0.003054654,0.002150321,0.002917089,0.002697826,0.002852727,0.001281876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130556,"about_ca_system_score_gemma":0.0007416918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001384688,"about_ca_topic_score_gemma":0.001867742,"domain_scores_codex":[0.9988105,0.0001061595,0.0001737476,0.0003305113,0.0002039657,0.0003751364],"domain_scores_gemma":[0.9981658,0.0004570142,0.0004663721,0.000223319,0.0001222658,0.0005652744],"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":[0.00001653136,0.00003813042,0.003359361,0.00004685414,0.00001186019,0.9937534,0.0002073885,0.0000706331,0.0005302386,0.0001604497,0.0002915704,0.001513598],"study_design_scores_gemma":[0.000004358896,0.00001596055,0.001061204,0.000007974776,0.000007599063,0.9981654,0.00006879551,0.00009859531,0.0001165793,0.00009017482,0.0003561912,0.000007191609],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608907,0.01537232,0.006701607,0.003020135,0.0008023913,0.000300244,0.0003870063,0.0005068419,0.01201877],"genre_scores_gemma":[0.992052,0.002690857,0.002083971,0.0006824537,0.001094759,0.000051668,0.0001266378,0.00003788189,0.001179952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006182756,"threshold_uncertainty_score":0.009472609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384276169898439,"score_gpt":0.3059289695038871,"score_spread":0.2920862078049027,"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."}}