{"id":"W2463061988","doi":"10.14740/jcs302w","title":"Dermatofibrosarcoma Protuberans: A Case Report and Review of Surgical Management","year":2016,"lang":"en","type":"article","venue":"Journal of Current Surgery","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dermatofibrosarcoma protuberans; Medicine; Malignancy; Dermatofibrosarcoma; Etiology; Surgery; Dermatology; Surgical excision; General surgery; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008048476,0.0001261355,0.0006953082,0.0001764449,0.00002117806,0.000005158986,0.00002803155,0.00002512954,0.0001033976],"category_scores_gemma":[0.00009414604,0.00006563451,0.000362239,0.0001174398,0.00005132657,0.00009686848,0.00002724386,0.00007518307,0.000002964675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000477159,"about_ca_system_score_gemma":0.00008792509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001413582,"about_ca_topic_score_gemma":1.552167e-7,"domain_scores_codex":[0.9982156,0.00007410198,0.001041624,0.0001226665,0.0003976751,0.0001483387],"domain_scores_gemma":[0.9984255,0.0003703969,0.0006174798,0.0002005687,0.0002048248,0.000181169],"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":[0.0001508682,0.0009103545,0.3111261,0.007368496,0.0003039289,0.418164,0.00001384156,7.971504e-9,0.00001337626,0.00009994704,0.02692316,0.2349259],"study_design_scores_gemma":[0.001819101,0.00009603077,0.02627774,0.05869076,0.0006055451,0.7608925,0.00001267427,3.013325e-7,0.0007189944,0.00006244913,0.1507147,0.0001091313],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7047075,0.2874702,0.00004587469,0.006705668,0.000383347,0.0004687283,0.000006716588,0.000008110834,0.0002038474],"genre_scores_gemma":[0.7477177,0.251706,0.0002354749,0.0001145568,0.0001444705,0.00002561503,0.000002642703,0.00001371202,0.00003988817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3427286,"threshold_uncertainty_score":0.2676498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04218169593256538,"score_gpt":0.3337197494674611,"score_spread":0.2915380535348957,"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."}}