{"id":"W4416500359","doi":"10.1302/1358-992x.2025.14.018","title":"ONCOLOGICAL AND FUNCTIONAL OUTCOME USING EXTRACORPOREAL IRRADIATION IN LIMB-PRESERVING SURGERY IN THE MANAGEMENT OF BONE AND SOFT-TISSUE SARCOMA","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":"McGill University Health Centre","funders":"","keywords":"Extracorporeal; Osteosarcoma; Sarcoma; Myxofibrosarcoma; Soft tissue; Tibia; Bone Sarcoma; Femur","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":[0.0001647173,0.0001761462,0.0002215598,0.0003392872,0.0002467379,0.0002241578,0.000136412,0.000162078,0.0005340679],"category_scores_gemma":[0.0003579043,0.00005941062,0.0003206319,0.0002666113,0.0002269386,0.0001307578,0.0002510975,0.0002533717,0.0001213887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002228985,"about_ca_system_score_gemma":0.0001402995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003483518,"about_ca_topic_score_gemma":0.0008251211,"domain_scores_codex":[0.9998987,0.00002427113,0.00001255669,0.00001550457,0.00001925715,0.00002968225],"domain_scores_gemma":[0.9998436,0.00003014229,0.0000548478,0.0000116113,0.00001169075,0.00004806263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003782298,0.001803534,0.7723745,0.0001846224,0.0002235114,0.009239514,0.0006204249,0.002798395,0.02004418,0.0001038671,0.0005267733,0.1882985],"study_design_scores_gemma":[0.0002012245,0.01158408,0.9475812,0.0000428296,0.0001834112,0.03176244,0.0003843573,0.001371573,0.005586777,0.0001031306,0.001174002,0.00002482994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993095,0.0002597539,0.000110721,0.00001515324,0.000003272353,0.000005117022,0.00001657653,0.000002553897,0.0002773679],"genre_scores_gemma":[0.9996111,0.0001493769,0.00008399957,0.000009813762,0.000007523296,0.00000439843,0.00006143489,8.095365e-7,0.00007161216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005340679,"threshold_uncertainty_score":0.00178659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05324448363805536,"score_gpt":0.3121077826044917,"score_spread":0.2588632989664363,"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."}}