{"id":"W2053467827","doi":"10.1097/01.cco.0000166651.38417.c8","title":"Surgical considerations for management of distal extremity soft tissue sarcomas","year":2005,"lang":"en","type":"review","venue":"Current Opinion in Oncology","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Soft tissue; Epithelioid sarcoma; Amputation; Soft tissue sarcoma; Sarcoma; Synovial sarcoma; Clear-cell sarcoma; Surgery; Bone Sarcoma; Radiology; Radiation therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004959938,0.0002901969,0.001969179,0.000307747,0.00004102883,0.000005961369,0.00008981904,0.0003644894,0.0002186688],"category_scores_gemma":[0.00007454434,0.0002509229,0.0005977194,0.0001649535,0.0002220659,0.00003886385,0.00008756626,0.0004009273,0.000008919791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003506286,"about_ca_system_score_gemma":0.0004286691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002035687,"about_ca_topic_score_gemma":0.000001997472,"domain_scores_codex":[0.9979206,0.0002352037,0.001029647,0.0004342358,0.0001191344,0.0002611931],"domain_scores_gemma":[0.9984105,0.0007171952,0.0003739565,0.0003218133,0.00009374735,0.00008280238],"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":[0.00002493951,0.000454455,0.00003331324,0.02049158,0.000156792,0.00001602993,0.00001354373,8.697874e-8,4.612095e-7,0.006012753,0.004103757,0.9686923],"study_design_scores_gemma":[0.0008586823,0.0001386756,0.0000138001,0.01228043,0.0003589234,0.0006915207,0.00001225425,0.00000167885,0.000007487026,0.0004196772,0.9850253,0.0001915923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004861312,0.9921038,0.001370086,0.0000645461,0.002492963,0.00266188,0.0001330517,0.00004328296,0.001125588],"genre_scores_gemma":[0.00001648988,0.9931752,0.004969707,0.00000381116,0.0004433208,0.0006881392,0.0005902205,0.00002707554,0.00008599907],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9809215,"threshold_uncertainty_score":0.9999943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1820367313925509,"score_gpt":0.4863346739992342,"score_spread":0.3042979426066833,"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."}}