{"id":"W2028909149","doi":"10.1007/s00256-011-1095-5","title":"Vertebroplasty: where do we go from here?","year":2011,"lang":"en","type":"article","venue":"Skeletal Radiology","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Orthopedic surgery; Surgery","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":[0.007067445,0.001556545,0.00375245,0.002821772,0.004719749,0.008714316,0.00226307,0.01568476,0.016736],"category_scores_gemma":[0.02108274,0.0007028235,0.001639687,0.002454649,0.006964528,0.02451231,0.003221858,0.02029903,0.00650247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004236006,"about_ca_system_score_gemma":0.01316923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00953274,"about_ca_topic_score_gemma":0.02820005,"domain_scores_codex":[0.9966077,0.0008289501,0.0009421955,0.0004013445,0.0007774532,0.0004423475],"domain_scores_gemma":[0.9826125,0.005712308,0.001841074,0.0005464075,0.006543372,0.002744426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003173351,0.000376002,0.006841525,0.003221195,0.0002325548,0.002434898,0.0007235923,0.0004328686,0.0006075883,0.02003116,0.2718709,0.6929103],"study_design_scores_gemma":[0.0003284217,0.0006976106,0.01366612,0.03732399,0.0007378362,0.01643076,0.01389934,0.001128643,0.0005910136,0.1411981,0.773289,0.0007092156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001906467,0.3856893,0.003208968,0.5773004,0.02295643,0.00003765575,0.0001407697,0.0002241745,0.008535832],"genre_scores_gemma":[0.05629829,0.5985626,0.01386718,0.2162144,0.09988867,0.0001577122,0.0003427963,0.0003493621,0.014319],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.016736,"threshold_uncertainty_score":0.05598748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964971528233363,"score_gpt":0.2671224764680569,"score_spread":0.2474727611857233,"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."}}