{"id":"W2022412505","doi":"10.1016/s1470-2045(11)70008-0","title":"Balloon kyphoplasty versus non-surgical fracture management for treatment of painful vertebral body compression fractures in patients with cancer: a multicentre, randomised controlled trial","year":2011,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":521,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Randomized controlled trial; Clinical endpoint; Surgery; Vertebral compression fracture; Balloon; Percutaneous","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":[],"consensus_categories":[],"category_scores_codex":[0.0002354276,0.0002015514,0.001121089,0.00007743129,0.00005151244,0.000004445979,0.0001161009,0.0001726136,0.0002504886],"category_scores_gemma":[0.00004133123,0.0000963761,0.0001611909,0.00007080068,0.00007213737,0.00003251275,0.00001965937,0.0001186835,0.000001158989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001963414,"about_ca_system_score_gemma":0.00006482021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002075145,"about_ca_topic_score_gemma":0.00009380129,"domain_scores_codex":[0.9987821,0.0001449241,0.0003856561,0.0002192445,0.000191424,0.0002766414],"domain_scores_gemma":[0.9988188,0.000433513,0.0003336083,0.0002604582,0.00008890837,0.00006478185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9781439,0.00205276,0.007284836,0.00004266449,0.0004565638,0.00002520043,0.0005971557,0.00002259574,0.00001557152,0.00005262216,0.0007806639,0.01052552],"study_design_scores_gemma":[0.8768821,0.01362131,0.08748571,0.00007233063,0.0004825473,9.293904e-7,0.00007160349,0.0003981307,0.0006008584,0.00003140931,0.02025192,0.0001011909],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847128,0.0002001392,0.0005021269,0.0007567256,0.0004099176,0.01077936,0.0000222454,0.00004519969,0.002571459],"genre_scores_gemma":[0.9960249,0.0003078631,0.001264927,0.0004275148,0.0002934438,0.001523078,0.00006196005,0.00001675526,0.00007958167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1012618,"threshold_uncertainty_score":0.3930103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02882977539405042,"score_gpt":0.3385759338888863,"score_spread":0.3097461584948359,"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."}}