{"id":"W4410897636","doi":"10.3390/curroncol32060320","title":"Evaluating Management of Extra-Abdominal Desmoid Fibromatosis: A Retrospective Analysis of Treatments, Outcomes and Recurrence Patterns","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Retrospective cohort study; Fibromatosis; General surgery; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001122438,0.0001942443,0.0003631571,0.001565967,0.0003635715,0.0004975093,0.0003142303,0.0004322912,0.0009698277],"category_scores_gemma":[0.003641872,0.0002552124,0.0004620765,0.001779288,0.0003755279,0.0006014961,0.000557929,0.0003336791,0.000270667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005968792,"about_ca_system_score_gemma":0.0005205463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002274478,"about_ca_topic_score_gemma":0.002685689,"domain_scores_codex":[0.9990202,0.0002588127,0.0002475281,0.0001503516,0.000191529,0.0001316612],"domain_scores_gemma":[0.9955981,0.001031504,0.002548489,0.0001759445,0.0003393689,0.0003066172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005872087,0.00001544681,0.9983311,0.00001516631,0.00001539762,0.0003119929,0.00008129837,0.00002280098,0.00006818466,0.000005723959,0.00003030687,0.001043789],"study_design_scores_gemma":[0.000006801044,0.0002751337,0.994709,0.00002454181,0.00003750136,0.00369629,0.0006966926,0.0001147374,0.0001257177,0.0000127923,0.0002945221,0.00000626244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984553,0.0008536285,0.00008520884,0.00002836128,0.000002286127,0.00001963652,0.0002252273,0.000002139575,0.0003282775],"genre_scores_gemma":[0.9990367,0.00046215,0.00009563514,0.00002421383,0.000008815729,0.00001624338,0.0002873453,0.000002172447,0.00006680351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002274478,"threshold_uncertainty_score":0.005936146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1323298221771117,"score_gpt":0.4848229395456404,"score_spread":0.3524931173685287,"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."}}