{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002540556,0.0003912651,0.00085081,0.0003173526,0.0001382661,0.00004782885,0.0001146268,0.0001611174,0.00004499694],"category_scores_gemma":[0.0001459286,0.00025938,0.0001436285,0.0005164421,0.0001108809,0.0001730644,0.00003761865,0.0002258407,0.000005085091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003919995,"about_ca_system_score_gemma":0.0001440661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001778126,"about_ca_topic_score_gemma":0.00002717731,"domain_scores_codex":[0.9980861,0.00002598678,0.0004471892,0.0006215771,0.0003606718,0.0004584612],"domain_scores_gemma":[0.9989406,0.000286928,0.0001521984,0.000168339,0.0003004967,0.0001513661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001588929,0.001939312,0.952712,0.0001148985,0.0004436412,0.00005459897,0.0003909038,7.478286e-7,0.00001776563,0.0004711565,0.001299999,0.04096603],"study_design_scores_gemma":[0.02481717,0.002337304,0.966069,0.0003493984,0.0003336548,0.000009990404,0.00007024471,0.0000456513,0.0008474381,0.00005853597,0.004817374,0.0002442579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936098,0.0008517432,0.00005887387,0.001401607,0.0000806293,0.002741321,0.00005502889,0.0001255424,0.001075398],"genre_scores_gemma":[0.9935446,0.0002710423,0.001758628,0.0006379975,0.00007479509,0.001033389,0.0001395399,0.00005068995,0.002489329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04072177,"threshold_uncertainty_score":0.9999858,"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."}}