{"id":"W4393224219","doi":"10.21873/anticanres.16977","title":"Effectiveness of Carbon Ion Radiotherapy for Bone and Soft Tissue Sarcoma in Older Patients","year":2024,"lang":"en","type":"article","venue":"Anticancer Research","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chordoma; Medicine; Carbon Ion Radiotherapy; Quality of life (healthcare); Sarcoma; Soft tissue sarcoma; Overall survival; Internal medicine; Oncology; Soft tissue; Radiation therapy; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001102334,0.0000615704,0.0002053512,0.0003249729,0.00002461725,0.0000148686,0.00003178393,0.00006137969,0.00002910477],"category_scores_gemma":[0.00009852431,0.00005112285,0.0000260726,0.0004189683,0.0001046596,0.00004478786,0.00001094262,0.0001557832,0.000001104937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009923502,"about_ca_system_score_gemma":0.00009834114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002415492,"about_ca_topic_score_gemma":0.0000059833,"domain_scores_codex":[0.9990261,0.000142611,0.000143584,0.0002057471,0.0002835755,0.000198434],"domain_scores_gemma":[0.9990131,0.0007019774,0.00001198636,0.0001211808,0.0001007659,0.00005103615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004426539,0.0006432073,0.485371,0.006100478,0.0001836375,0.0000335647,0.001519144,0.000007849732,0.2439634,0.001724484,0.0004144804,0.2556123],"study_design_scores_gemma":[0.005268331,0.001655282,0.8249732,0.001206283,0.0000152694,0.000004043266,0.00004071006,0.003341393,0.1595785,0.0007726572,0.003041551,0.0001028694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881405,0.01006405,0.0001827489,0.0003329239,0.00009614426,0.0009893888,0.000006537473,0.0000131024,0.0001745996],"genre_scores_gemma":[0.9988282,0.0007465467,0.00008289365,0.00002418332,0.0000740482,0.00007788891,0.000008341928,0.00001939986,0.0001385313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3396022,"threshold_uncertainty_score":0.208473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02701537206730241,"score_gpt":0.4111326986076811,"score_spread":0.3841173265403787,"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."}}