{"id":"W4291900328","doi":"10.1245/s10434-022-12397-0","title":"ASO Author Reflections: Improving Management Strategies for Patients with Primary Dermatofibrosarcoma Protuberans (DFSP)","year":2022,"lang":"en","type":"letter","venue":"Annals of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Dermatofibrosarcoma protuberans; Medicine; Surgical oncology; Dermatofibrosarcoma; Dermatology; General surgery; Surgery","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":[0.002608395,0.0005089762,0.0009087957,0.0007669671,0.00429681,0.003634025,0.001502736,0.03746703,0.008494648],"category_scores_gemma":[0.02295154,0.0006187677,0.0009230684,0.0007228237,0.00198554,0.003552563,0.001968016,0.03039813,0.004845863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004134571,"about_ca_system_score_gemma":0.008510821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007918124,"about_ca_topic_score_gemma":0.01661365,"domain_scores_codex":[0.9973987,0.0006605801,0.0003658475,0.0002475549,0.0007522505,0.0005750052],"domain_scores_gemma":[0.9891588,0.003991055,0.0007997456,0.0002475078,0.002652976,0.003149923],"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":[0.00002585058,0.00005853335,0.001800515,0.00004164335,0.000008697121,0.002198612,0.0001713731,0.00007725135,0.0001130409,0.00118933,0.9869602,0.007355012],"study_design_scores_gemma":[0.0001602761,0.0001121889,0.00288861,0.0006197352,0.00004360213,0.007060046,0.0015232,0.0006161656,0.0002233906,0.005948949,0.9807076,0.0000961438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003601527,0.0005806769,0.00003809425,0.9811975,0.015731,0.000005347174,0.00001699481,0.00001174695,0.002058569],"genre_scores_gemma":[0.004499008,0.001286605,0.0002664312,0.9479275,0.03962125,0.0000242462,0.00002419651,0.00001730735,0.006333459],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03746703,"threshold_uncertainty_score":0.02999854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06512915528504963,"score_gpt":0.3651255092695547,"score_spread":0.2999963539845051,"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."}}