{"id":"W4413795078","doi":"10.1177/10732748251374416","title":"Functional and Oncological Outcomes in Patients With Surgically Treated Lower Extremity Soft Tissue Sarcoma","year":2025,"lang":"en","type":"article","venue":"Cancer Control","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Soft tissue; Soft tissue sarcoma; Sarcoma; Surgery; Radiology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004940971,0.0001470773,0.0004263151,0.00006957086,0.00003958438,0.00001245455,0.00002783832,0.00007862426,0.000371639],"category_scores_gemma":[0.00004115083,0.00008809743,0.00004345532,0.0001174439,0.00006443264,0.00003272447,0.00001444786,0.0001014447,0.000005539217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000212,"about_ca_system_score_gemma":0.00009288586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001344762,"about_ca_topic_score_gemma":0.0001813163,"domain_scores_codex":[0.9991885,0.00003511487,0.0001760192,0.000263591,0.0001528295,0.0001839198],"domain_scores_gemma":[0.9994277,0.0002352662,0.00003709606,0.0001281374,0.00008757872,0.00008426346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001769868,0.001212349,0.9590599,0.000009991603,0.0001765558,0.00009452805,0.000006959911,0.00000571485,0.00001064304,0.00008113484,0.0004931697,0.0370792],"study_design_scores_gemma":[0.0231438,0.0003299218,0.972648,0.00007499052,0.0001759592,0.000001614481,0.000004086084,0.00003321847,0.00001945974,0.0000259209,0.003462218,0.00008076779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993917,0.001239811,0.00006242433,0.003236298,0.0001035243,0.0006750867,0.00002889385,0.00003062296,0.0007063741],"genre_scores_gemma":[0.9972943,0.00003271293,0.00002800665,0.001671409,0.00002507327,0.0002771359,0.00001819631,0.000007094306,0.0006460404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03699844,"threshold_uncertainty_score":0.4069187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152794125639661,"score_gpt":0.2702967172573549,"score_spread":0.2587687760009583,"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."}}