{"id":"W4412654534","doi":"10.3390/curroncol32070408","title":"Surgical Management of Desmoid Tumors—Patient Selection, Timing, and Approach","year":2025,"lang":"en","type":"review","venue":"Current Oncology","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Natural history; Quality of life (healthcare); Multidisciplinary approach; Surgical resection; Intensive care medicine; Disease; Patient care; General surgery; Surgery; Pathology; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005512704,0.0004405901,0.0005349651,0.001097494,0.0002566482,0.0006332075,0.0004585244,0.0005667493,0.001434277],"category_scores_gemma":[0.001854019,0.0001132517,0.0002862626,0.0006677,0.0003541947,0.0007453958,0.0003705715,0.0007856944,0.0005683836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639395,"about_ca_system_score_gemma":0.0007782633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004395278,"about_ca_topic_score_gemma":0.001173587,"domain_scores_codex":[0.9997279,0.00007061587,0.00006283545,0.00004005447,0.00007817523,0.00002040624],"domain_scores_gemma":[0.9996075,0.0002235665,0.00008712595,0.000009960231,0.00004563235,0.0000262131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008322708,0.00005215638,0.008217607,0.008078525,0.0001074604,0.007054609,0.0002123301,0.0008912607,0.002129012,0.002941932,0.01585999,0.9543718],"study_design_scores_gemma":[0.00005324679,0.0002441824,0.02606175,0.02817241,0.0004682079,0.2611465,0.001697924,0.001003204,0.00338706,0.01254993,0.6651167,0.00009889908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005557137,0.9831539,0.002502086,0.002459513,0.0004951168,0.00002894485,0.00007675642,0.00002854406,0.005698056],"genre_scores_gemma":[0.03868699,0.9553976,0.002642284,0.001137724,0.001163994,0.00002894993,0.0001698962,0.00001217992,0.0007604249],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001434277,"threshold_uncertainty_score":0.004798114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1777584664103278,"score_gpt":0.4641140143437947,"score_spread":0.286355547933467,"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."}}