{"id":"W4384788618","doi":"10.1007/978-3-031-29277-4_19","title":"Cutaneous Malignancies of Mesenchymal Origin: Sarcomas","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Dermatofibrosarcoma protuberans; Atypical fibroxanthoma; Sarcoma; Angiosarcoma; Leiomyosarcoma; Medicine; Pathology; Dermis; Liposarcoma; Undifferentiated Pleomorphic Sarcoma; Mesenchymal stem cell; Dermatofibrosarcoma; Biopsy; Dermatology; Soft tissue sarcoma; 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":[0.0001296222,0.0007425447,0.0004969439,0.001384388,0.0005096935,0.001370163,0.0005745696,0.0010884,0.03276233],"category_scores_gemma":[0.0003632107,0.0002734209,0.0003133529,0.001041663,0.0006041587,0.001539097,0.001052713,0.001650001,0.01510832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004431295,"about_ca_system_score_gemma":0.0003726983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005954607,"about_ca_topic_score_gemma":0.002788692,"domain_scores_codex":[0.9999046,0.00001634823,0.000005567565,0.00001368919,0.00004554407,0.0000142226],"domain_scores_gemma":[0.9999022,0.00005174,0.000007161222,0.00000642449,0.00001856957,0.00001382951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003840472,0.0001057695,0.0001850675,0.0009398762,0.00001051945,0.001461669,0.0005179999,0.0008636872,0.00372183,0.07783611,0.5029431,0.4113759],"study_design_scores_gemma":[0.000002067267,0.0000126962,0.0001540391,0.0001939698,0.000003068883,0.001748627,0.00004828522,0.00006439247,0.0001752193,0.006952183,0.9906408,0.000004654431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001647089,0.1831767,0.004171923,0.002494477,0.00795875,0.00006707863,0.0001398946,0.000172364,0.8001717],"genre_scores_gemma":[0.008756943,0.08394855,0.003091257,0.003056172,0.004610415,0.00005467581,0.0001268858,0.00009716584,0.896258],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03276233,"threshold_uncertainty_score":0.1096009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03449533517367529,"score_gpt":0.2589132196716002,"score_spread":0.224417884497925,"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."}}