{"id":"W4409986100","doi":"10.1093/skinhd/vzaf030","title":"Incidence rate analysis of cutaneous soft tissue sarcomas in the USA","year":2025,"lang":"en","type":"letter","venue":"Skin Health and Disease","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Institute for Health and Care Research; National Institutes of Health; Memorial Sloan-Kettering Cancer Center","keywords":"Dermatofibrosarcoma protuberans; Incidence (geometry); Epidemiology; Sarcoma; Dermatology; Medicine; Soft tissue; Soft tissue sarcoma; Pathology","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":[0.0006118325,0.00009496749,0.0001450076,0.001879516,0.0001492849,0.0003644296,0.0001859848,0.0003098507,0.001051833],"category_scores_gemma":[0.002742744,0.0001017764,0.0002746725,0.002766585,0.00007965569,0.0002129602,0.0001981315,0.0002737955,0.0003882713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005937347,"about_ca_system_score_gemma":0.0004202782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0168589,"about_ca_topic_score_gemma":0.02422221,"domain_scores_codex":[0.9994374,0.000162342,0.0001042259,0.00008382303,0.0001610626,0.0000511146],"domain_scores_gemma":[0.9975095,0.0004589221,0.0008986925,0.0001159053,0.0008798108,0.0001370647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003509039,0.00001688558,0.9861658,0.00002215518,0.00003878441,0.0001035276,0.00005359818,0.0001266859,0.0001153863,0.00006040999,0.006398946,0.006862753],"study_design_scores_gemma":[0.000005870854,0.00003697823,0.9930927,0.00003076744,0.00003133397,0.0005869326,0.0002859685,0.001017049,0.0001354035,0.00004929648,0.004720389,0.000007254427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964807,0.00197577,0.0005999318,0.002670432,0.00007714472,0.00003980542,0.02068689,0.00006232089,0.009080727],"genre_scores_gemma":[0.9850321,0.001793699,0.0004928801,0.001078621,0.0000993775,0.00004740191,0.01031764,0.00001047056,0.001127915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0168589,"threshold_uncertainty_score":0.03352153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535177255264084,"score_gpt":0.3103880739394806,"score_spread":0.2950363013868398,"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."}}