{"id":"W2010282620","doi":"10.5430/jst.v4n4p25","title":"Intraoperative radiation therapy for high risk soft tissue sarcoma resection margins","year":2014,"lang":"en","type":"article","venue":"Journal of Solid Tumors","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intraoperative radiation therapy; Soft tissue sarcoma; Soft tissue; Radiation therapy; Surgery; Sarcoma; Liposarcoma; Brachytherapy; Retrospective cohort study; Chemotherapy; Radiology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003577643,0.0001451735,0.0001845323,0.0004955454,0.0001218908,0.0002319753,0.0001887134,0.0001426762,0.001552319],"category_scores_gemma":[0.001316711,0.00007793789,0.0002545794,0.0003371605,0.0002097519,0.0001845873,0.0001510997,0.0002323745,0.0004422902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001624367,"about_ca_system_score_gemma":0.0003156119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000311455,"about_ca_topic_score_gemma":0.0005584794,"domain_scores_codex":[0.9998517,0.0000469912,0.00002376419,0.00001369829,0.00005063146,0.00001319943],"domain_scores_gemma":[0.9994104,0.0002190909,0.0002703046,0.00002195978,0.00004931409,0.00002894664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001164688,0.000121481,0.4432676,0.003831748,0.0002984269,0.01134683,0.0004156863,0.001637971,0.02612094,0.0004294287,0.004656489,0.5067086],"study_design_scores_gemma":[0.0001734196,0.002536129,0.6560733,0.002356743,0.001101685,0.2269797,0.0009484018,0.001679167,0.03963455,0.001384151,0.06709348,0.00003935007],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8129731,0.169699,0.009195965,0.0006814961,0.0001797243,0.00006587053,0.0002947485,0.0001413624,0.006768846],"genre_scores_gemma":[0.9679875,0.02920141,0.001792618,0.0001171055,0.0001126317,0.00002302994,0.0001951089,0.0000151116,0.0005553429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001552319,"threshold_uncertainty_score":0.005192995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446090190812101,"score_gpt":0.2993168594158411,"score_spread":0.2848559575077201,"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."}}