{"id":"W4415439219","doi":"10.1302/1358-992x.2025.10.113","title":"SURGICAL RESECTION OF EXTREMITY EWING'S SARCOMA BASED ON POST-CHEMOTHERAPY TUMOUR VOLUME RESULTS IN SAFE MARGINS","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Oakville Public Library","funders":"","keywords":"Sarcoma; Fibula; Humerus; Magnetic resonance imaging; Chemotherapy; Scapula; Tibia; Femur; Retrospective cohort study","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":[],"consensus_categories":[],"category_scores_codex":[0.0006799291,0.00025954,0.000524024,0.0006190626,0.00007100529,0.00002151868,0.0001149801,0.0001845748,0.0001022286],"category_scores_gemma":[0.0004727326,0.0002207824,0.000240147,0.0008956103,0.00009216903,0.00008873254,0.00003715381,0.0003411433,0.00001401158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003096437,"about_ca_system_score_gemma":0.0002055094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002432657,"about_ca_topic_score_gemma":0.0000364943,"domain_scores_codex":[0.9979514,0.00002578749,0.0006033641,0.0005467259,0.0005034417,0.0003692296],"domain_scores_gemma":[0.9990168,0.0001755723,0.000173002,0.0002162446,0.0002825109,0.0001358637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008246061,0.002224003,0.9581212,0.00025916,0.0000644794,0.0002225208,0.0001896375,0.000003434352,0.002236847,0.0005975118,0.004955242,0.02287991],"study_design_scores_gemma":[0.01543494,0.001252218,0.9581975,0.001424273,0.00008729408,0.00004680713,0.000167875,0.001620458,0.008721977,0.0000856089,0.0127709,0.0001901833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525399,0.0003110527,0.000008393066,0.01178397,0.0001341835,0.0006396778,0.00002389999,0.00007311589,0.03448583],"genre_scores_gemma":[0.9970885,0.0001363149,0.0003695217,0.0009144505,0.0001112853,0.00007842205,0.00004293739,0.00002636119,0.00123224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04454859,"threshold_uncertainty_score":0.9003245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236984853353578,"score_gpt":0.2702405705263571,"score_spread":0.2578707219928214,"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."}}