{"id":"W2085762373","doi":"10.4021//jmc.v3i4.626","title":"Malignant Transformation in a Typical Epidermal Cutaneous Cyst","year":2012,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epidermal Cyst; Malignant transformation; Pathology; Basal cell; Differential diagnosis; Dermatology; Pathogenesis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002384676,0.0003383611,0.0002506719,0.001133192,0.0007763156,0.0007488161,0.0003555548,0.001110813,0.002468764],"category_scores_gemma":[0.002792148,0.0003117723,0.0003285241,0.0005313641,0.001008334,0.0009332689,0.0006487132,0.000665932,0.0007167087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003420276,"about_ca_system_score_gemma":0.0003484081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004002513,"about_ca_topic_score_gemma":0.0004626618,"domain_scores_codex":[0.9996738,0.00006210437,0.00003445751,0.00005245731,0.00008093366,0.00009630083],"domain_scores_gemma":[0.999083,0.0002817181,0.0001815793,0.0001805873,0.0000650381,0.000208031],"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":[0.000168298,0.00008740834,0.02840031,0.00009575826,0.00001518081,0.9523335,0.0001695779,0.000272105,0.009697998,0.000989635,0.0004584817,0.007311858],"study_design_scores_gemma":[0.00002857254,0.00009851442,0.0118964,0.00001369918,0.00001102765,0.9822906,0.0001287164,0.0005948286,0.003225748,0.0005801749,0.001120995,0.00001080931],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851541,0.001168714,0.001218996,0.0002767489,0.00008378301,0.0000676597,0.00009144228,0.0001147221,0.01182388],"genre_scores_gemma":[0.9990638,0.0001441241,0.000305337,0.00005959483,0.00005792364,0.000005271741,0.00001517698,0.000005829929,0.0003429966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002468764,"threshold_uncertainty_score":0.00825882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03508611235511701,"score_gpt":0.329690012105151,"score_spread":0.294603899750034,"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."}}