{"id":"W1984813482","doi":"10.3816/sct.2005.n.003","title":"Supportive Care Aspects of Vertebroplasty in Patients with Cancer","year":2005,"lang":"en","type":"article","venue":"Supportive Cancer Therapy","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal University Hospital","funders":"","keywords":"Medicine; Percutaneous vertebroplasty; Radiation therapy; Surgery; Asymptomatic; Bone cement; Complication; Vertebral body; Radiology; Cement","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004803615,0.0001773357,0.0003347654,0.0001189547,0.00003755622,0.000006690346,0.00006701214,0.00008312649,0.00107789],"category_scores_gemma":[0.00001261391,0.0001265896,0.0000667002,0.0002137648,0.00009310272,0.0001174399,0.00001031961,0.0001649337,0.00000305161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003838247,"about_ca_system_score_gemma":0.000401473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004940474,"about_ca_topic_score_gemma":0.0009062907,"domain_scores_codex":[0.9988173,0.00001856236,0.0003220374,0.0002576099,0.0003130302,0.0002714977],"domain_scores_gemma":[0.9989195,0.00001666797,0.000242181,0.0001814632,0.0005398759,0.0001003286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00325513,0.0002018743,0.8205989,0.00003690908,0.0001080055,0.000006882503,0.001151233,0.000008800724,0.0003511117,0.0001459568,0.0008450975,0.1732901],"study_design_scores_gemma":[0.003957857,0.001633382,0.8975398,0.0001851229,0.000020915,5.233546e-7,0.0003148121,0.000004550873,0.07266343,0.00005791998,0.02346139,0.0001603168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993239,0.002892746,0.0000455013,0.0004511927,0.00009805625,0.0007087946,0.0001028843,0.000045681,0.00241614],"genre_scores_gemma":[0.9965726,0.002083422,0.0001768054,0.0005531963,0.0001032331,0.0001633387,0.00005736424,0.00003126251,0.0002588284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1731298,"threshold_uncertainty_score":0.9998353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102811730396992,"score_gpt":0.3034842279224029,"score_spread":0.2932030548827037,"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."}}