{"id":"W3176213918","doi":"10.1111/ijd.15736","title":"Stewart‐Treves syndrome and other cutaneous malignancies in the context of chronic lymphedema: a systematic review","year":2021,"lang":"en","type":"review","venue":"International Journal of Dermatology","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Western University; McMaster University; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Lymphedema; Malignancy; Context (archaeology); Radiation therapy; Surgery; Secondary lymphedema; Angiosarcoma; Breast cancer; Dermatology; Cancer; 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":[0.000265036,0.0002245504,0.00332697,0.0002617646,0.00001319696,0.00001801009,0.0004133275,0.0001235726,0.00004395145],"category_scores_gemma":[0.000368179,0.0001239017,0.0007783057,0.0001386224,0.0001016436,0.00004025051,0.00006043646,0.0001962653,0.000005876037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010897,"about_ca_system_score_gemma":0.000488968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006390766,"about_ca_topic_score_gemma":0.000008809828,"domain_scores_codex":[0.9970316,0.0005578074,0.001674044,0.0001337641,0.0004634502,0.0001393471],"domain_scores_gemma":[0.997667,0.0004199357,0.001374645,0.000217063,0.0002747727,0.00004663387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"case_report","study_design_scores_codex":[0.000007318074,0.0002193232,0.0001246103,0.9159311,0.002358641,0.06947283,0.0002404041,6.858586e-8,0.000001345599,0.001689614,0.0004533154,0.009501448],"study_design_scores_gemma":[0.0002433273,0.00004789178,0.000001682318,0.4096396,0.001428748,0.5132585,0.00009926907,0.00000115396,7.764465e-7,0.00001164236,0.07521274,0.00005476829],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001991897,0.9975334,0.00001099055,0.001400956,0.0002182245,0.0005640096,0.00001267682,0.000002346932,0.000058193],"genre_scores_gemma":[0.006977268,0.9920464,0.0000336313,0.0007786895,0.00006573999,0.00002242684,0.000007708421,0.00002066183,0.0000475316],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5062915,"threshold_uncertainty_score":0.5052563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02426258120020823,"score_gpt":0.3252225638429916,"score_spread":0.3009599826427834,"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."}}