{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008694702,0.0001380074,0.0002705062,0.0006129044,0.0001456297,0.0003062734,0.0001933213,0.0001401435,0.0009633344],"category_scores_gemma":[0.003793068,0.0001472705,0.0002670835,0.0004758139,0.0003112383,0.0003373647,0.0002662864,0.0001390716,0.0002108157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001670529,"about_ca_system_score_gemma":0.0002691243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003467853,"about_ca_topic_score_gemma":0.0009900315,"domain_scores_codex":[0.9992529,0.0001912195,0.0001321204,0.0001039494,0.0002490846,0.00007082802],"domain_scores_gemma":[0.9951053,0.001843795,0.002451439,0.0002306441,0.0002311327,0.0001377912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002140482,0.0000163791,0.984781,0.00004959369,0.00003363674,0.001082632,0.00006533912,0.0001181444,0.002707118,0.00003976875,0.00003769987,0.01085457],"study_design_scores_gemma":[0.00000729483,0.0003767224,0.9884389,0.00002275587,0.00003584578,0.00787454,0.0001546506,0.0002540541,0.002216835,0.0000678314,0.0005449624,0.000005636153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986967,0.0004867349,0.0003840917,0.000009205229,0.000002704405,0.00001440482,0.00009106461,0.000003945317,0.0003110908],"genre_scores_gemma":[0.9994087,0.0001772505,0.0002135227,0.000005306338,0.000005804288,0.000008060654,0.00009739574,0.000001693347,0.00008214641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009633344,"threshold_uncertainty_score":0.00459826,"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."}}