{"id":"W4415439009","doi":"10.1302/1358-992x.2025.10.112","title":"SURGICAL OUTCOMES IN PATIENTS TREATED WITH FIVE-DAY PREOPERATIVE RADIOTHERAPY FOR HIGH-RISK PRIMARY 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":"University of Calgary","funders":"","keywords":"Soft tissue sarcoma; Sarcoma; Myxofibrosarcoma; Liposarcoma; Interquartile range; Radiation therapy; Surgical margin; Soft tissue","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":[0.0002401959,0.0001428955,0.0003482367,0.0003009932,0.0002574918,0.0003735142,0.0001300599,0.0002176498,0.001101671],"category_scores_gemma":[0.0009873784,0.00009429018,0.0004148196,0.0003291577,0.0002059937,0.0002399857,0.0002573796,0.0003089422,0.0001639827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002942241,"about_ca_system_score_gemma":0.0002699956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004877432,"about_ca_topic_score_gemma":0.000869275,"domain_scores_codex":[0.9998073,0.00004275541,0.00002386451,0.00003441619,0.00003627594,0.00005543091],"domain_scores_gemma":[0.9994072,0.0001222662,0.0002518893,0.00002307212,0.00003403159,0.000161543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001241073,0.0002193828,0.9912532,0.00002775642,0.00007307515,0.0007130051,0.0001034495,0.0002542222,0.0009412095,0.00002236465,0.0001309806,0.005020442],"study_design_scores_gemma":[0.00005993947,0.003029463,0.9942738,0.00001132138,0.00005359864,0.001583787,0.0002440189,0.0002875989,0.0002269132,0.00005093624,0.0001697674,0.000008818639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996266,0.0001144943,0.00003486373,0.00001276561,0.000003679004,0.000005409823,0.00005631716,0.0000012689,0.0001444915],"genre_scores_gemma":[0.9997001,0.00006001698,0.00002269126,0.00001466874,0.000006614292,0.000006331471,0.0001350239,5.480458e-7,0.00005413227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001101671,"threshold_uncertainty_score":0.003685474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006426457090298565,"score_gpt":0.253203718994778,"score_spread":0.2467772619044794,"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."}}