{"id":"W2921451319","doi":"10.1007/s00330-019-06065-3","title":"Ultrasound- versus fluoroscopy-guided injections in the lower back for the management of pain: a systematic review","year":2019,"lang":"en","type":"review","venue":"European Radiology","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Fluoroscopy; Interventional radiology; Neuroradiology; Ultrasound; Interventional pain management; Radiology; Pain management; Pain medicine; Physical therapy; Neurology; Anesthesiology; Anesthesia","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":[0.00688702,0.0003598492,0.002212688,0.0001091138,0.00006311273,0.00001262517,0.0007170705,0.00007948095,0.00008964023],"category_scores_gemma":[0.0003106263,0.0001706032,0.0007268314,0.0003682518,0.0001114254,0.00001431456,0.00004885349,0.0003048807,0.0004479247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000843556,"about_ca_system_score_gemma":0.00004504409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002960869,"about_ca_topic_score_gemma":9.667673e-7,"domain_scores_codex":[0.9938597,0.00415678,0.001137048,0.0003729796,0.000180721,0.0002927468],"domain_scores_gemma":[0.994387,0.003604622,0.0005590244,0.001373751,0.00004345161,0.0000321156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000233698,0.00007342646,0.000003572731,0.9355382,0.001118985,0.0000680181,0.0000691372,0.00000163598,1.884929e-8,0.001063514,0.05610106,0.005939034],"study_design_scores_gemma":[0.0004308507,0.0004007852,0.00002355353,0.260836,0.007719842,0.0003073939,0.0001229778,0.000003006797,3.436108e-9,0.0000020296,0.730032,0.00012154],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.318928e-7,0.9766101,0.0005328261,0.0004360505,0.0003307864,0.01226255,0.000004002487,0.00001804867,0.009805209],"genre_scores_gemma":[0.000007346602,0.9922747,0.0002480168,0.002976432,0.0001373782,0.0006201387,0.00009007733,0.00006505759,0.003580858],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6747022,"threshold_uncertainty_score":0.6956998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09123751774456723,"score_gpt":0.348251514042542,"score_spread":0.2570139962979748,"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."}}