{"id":"W4400281858","doi":"10.3390/dermatopathology11030019","title":"Histopathologic Evaluation of Atypical Fibroxanthoma or Pleomorphic Dermal Sarcoma Debulk Specimen from Mohs Surgery: A Requirement for Their Proper Distinction","year":2024,"lang":"en","type":"article","venue":"Dermatopathology","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Atypical fibroxanthoma; Medicine; Undifferentiated Pleomorphic Sarcoma; Sarcoma; Mohs surgery; Treatment modality; Histopathological examination; Metastasis; Dermatology; Pathology; Surgery; Soft tissue sarcoma; Cancer; Immunohistochemistry","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":[0.002574484,0.0003554817,0.0005299685,0.002448957,0.0007015343,0.0008058532,0.0005257477,0.0009338973,0.002205632],"category_scores_gemma":[0.005675438,0.000311425,0.0002880849,0.0006034723,0.0007901309,0.00107616,0.0005626592,0.0006377909,0.001053124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003044113,"about_ca_system_score_gemma":0.0006877692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048952,"about_ca_topic_score_gemma":0.003264342,"domain_scores_codex":[0.9987948,0.0002588535,0.0002974329,0.0001086077,0.0004274134,0.0001128687],"domain_scores_gemma":[0.9963621,0.0009778955,0.0004614925,0.0005000423,0.001269732,0.0004287987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001319416,0.0002927122,0.5011853,0.001156669,0.0001322532,0.1492942,0.001301064,0.0005042533,0.200191,0.002139985,0.007897228,0.1345859],"study_design_scores_gemma":[0.00006478802,0.000437447,0.4320028,0.001064384,0.000225686,0.4539251,0.003659379,0.004106769,0.05669081,0.001976025,0.04572549,0.0001213569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9185047,0.01482737,0.02652189,0.003427479,0.0008057922,0.0006838155,0.0006392843,0.000461679,0.03412807],"genre_scores_gemma":[0.9594939,0.003536131,0.03271765,0.0008269637,0.0002572169,0.000100389,0.0004580654,0.00007236149,0.002537171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002574484,"threshold_uncertainty_score":0.01361537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1360236636305724,"score_gpt":0.3530772025671869,"score_spread":0.2170535389366146,"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."}}