{"id":"W2796683660","doi":"10.7759/cureus.2457","title":"Magnetic Resonance Imaging-guided Brachytherapy Re-irradiation for Isolated Local Recurrence of Soft Tissue Sarcoma","year":2018,"lang":"en","type":"article","venue":"Cureus","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Magnetic resonance imaging; Brachytherapy; Soft tissue; Pelvis; Radiology; Radiation therapy; Sarcoma; Soft tissue sarcoma; External beam radiotherapy; Nuclear medicine; Pathology","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":[0.0001283206,0.0002884904,0.0004760067,0.0006415613,0.0003239411,0.0003126942,0.0004567469,0.0004734399,0.001959735],"category_scores_gemma":[0.0005326518,0.0001957228,0.0005033651,0.0002227217,0.0003763353,0.0002294292,0.000249108,0.0006765639,0.0007362573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003557687,"about_ca_system_score_gemma":0.000275646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000656158,"about_ca_topic_score_gemma":0.002055782,"domain_scores_codex":[0.9999324,0.00001084168,0.000006848516,0.00001258619,0.0000131828,0.00002416273],"domain_scores_gemma":[0.9998504,0.0000332672,0.00004114721,0.00001978632,0.000006689794,0.00004874349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.002432077,0.0007206192,0.04268226,0.000947354,0.0002371273,0.5479692,0.0007272061,0.003328955,0.1163097,0.0009271347,0.006057754,0.2776605],"study_design_scores_gemma":[0.0003302186,0.002703681,0.07567253,0.0002293159,0.0003415712,0.8655196,0.0002589877,0.005567112,0.03111443,0.0007671475,0.01743856,0.00005681577],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600385,0.01724093,0.008306015,0.001972541,0.000229796,0.00012808,0.0001272519,0.0004929185,0.01146396],"genre_scores_gemma":[0.9944146,0.002187534,0.001651437,0.0002172133,0.0001179786,0.00001794709,0.00007624731,0.00004580878,0.00127127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001959735,"threshold_uncertainty_score":0.006555974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02652173976791598,"score_gpt":0.3219898789596205,"score_spread":0.2954681391917045,"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."}}