{"id":"W4200377086","doi":"10.21873/anticanres.15463","title":"Preoperative Risk Factors for Fibrosarcomatous Transformation in Dermatofibrosarcoma Protuberans","year":2021,"lang":"en","type":"review","venue":"Anticancer Research","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Dermatofibrosarcoma protuberans; Medicine; Sarcoma; Wide local excision; Presentation (obstetrics); Fibrosarcoma; Dermatofibrosarcoma; Metastasis; Surgery; Dermatology; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002517574,0.0002634879,0.0002451614,0.0009411196,0.0004203858,0.0003881954,0.0001907924,0.0004560389,0.003100606],"category_scores_gemma":[0.002452175,0.0002202361,0.0002906141,0.0007718233,0.0002877064,0.0003994771,0.0002517207,0.0005296958,0.0003470889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001792287,"about_ca_system_score_gemma":0.0002801581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225563,"about_ca_topic_score_gemma":0.001461479,"domain_scores_codex":[0.9997836,0.00004813171,0.00003627826,0.00003462032,0.00004439458,0.00005307602],"domain_scores_gemma":[0.9980957,0.0006583203,0.0007774543,0.00005539229,0.00009849096,0.0003146125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005493086,0.00001618869,0.9983913,0.00000367176,0.000005664649,0.0006728763,0.00002686208,0.00002715476,0.0001520157,0.00000685367,0.00003996584,0.0006023921],"study_design_scores_gemma":[0.000005282191,0.0001189116,0.991975,0.000008292953,0.0000197499,0.006839332,0.0003595944,0.0002764846,0.0001604844,0.00002707962,0.0002039656,0.000005721877],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9992977,0.0002007232,0.00006895307,0.00003806981,0.000005980087,0.000004444332,0.00006053121,0.000003822681,0.0003197514],"genre_scores_gemma":[0.9997724,0.00004642527,0.00005501824,0.000008014705,0.000009741841,0.000003076535,0.00006143602,0.000001036845,0.00004288966],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003100606,"threshold_uncertainty_score":0.01037258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1873603078157818,"score_gpt":0.4833628179880297,"score_spread":0.2960025101722479,"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."}}