{"id":"W2959222914","doi":"10.1097/dss.0000000000002029","title":"Cutaneous Leiomyosarcoma: A SEER Database Analysis","year":2019,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Providence Health Care","funders":"","keywords":"Leiomyosarcoma; Atypical fibroxanthoma; Medicine; Angiosarcoma; Sarcoma; Neoplasm; Undifferentiated Pleomorphic Sarcoma; Wide local excision; Epidemiology; Pathology; Database; Soft tissue sarcoma; Immunohistochemistry","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":[0.001422454,0.0002681398,0.0007593354,0.004083454,0.0002613373,0.0007012181,0.0004529162,0.000384005,0.003931195],"category_scores_gemma":[0.004593597,0.0002582383,0.001093881,0.006320882,0.0001580955,0.0005257301,0.0006258064,0.0004093785,0.0006744784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007412667,"about_ca_system_score_gemma":0.0008360298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005050589,"about_ca_topic_score_gemma":0.005934205,"domain_scores_codex":[0.9982248,0.0004128866,0.0004655678,0.0004000937,0.0003476996,0.000149038],"domain_scores_gemma":[0.9959098,0.001377912,0.001705146,0.0003525796,0.0004401591,0.0002144424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001037408,0.0001062514,0.9840721,0.001009366,0.001149309,0.0006914768,0.0001017036,0.0004980226,0.0004815308,0.0001601923,0.004238571,0.006454068],"study_design_scores_gemma":[0.0001569451,0.0002195652,0.9911554,0.0002325217,0.0008763885,0.001697865,0.0003253619,0.001478369,0.0001895988,0.0001090105,0.003533343,0.00002567684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8849675,0.003729519,0.0005012787,0.0002116728,0.00001167927,0.0002617834,0.1085643,0.00003551279,0.001716679],"genre_scores_gemma":[0.9394025,0.001789538,0.0007634626,0.0001672058,0.00002169984,0.0003351188,0.05724585,0.00001932066,0.0002553285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005050589,"threshold_uncertainty_score":0.01315117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01579923862861143,"score_gpt":0.242141507592218,"score_spread":0.2263422689636065,"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."}}