{"id":"W4402983578","doi":"10.1016/j.bas.2024.103072","title":"Interventional procedures for chronic spine pain: A systematic review and network meta-analysis of randomised trials","year":2024,"lang":"en","type":"review","venue":"Brain and Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; University Health Network; Impact; University of Toronto; McMaster University","funders":"","keywords":"Meta-analysis; Medicine; Systematic review; Chronic pain; SPINE (molecular biology); Physical therapy; MEDLINE; Internal medicine; Bioinformatics","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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.007385768,0.0005512763,0.02281721,0.0004755157,0.00003343835,0.00002808065,0.000128207,0.0002277779,0.0003268392],"category_scores_gemma":[0.006950375,0.0002812967,0.009666873,0.0007592973,0.00009036314,0.00003282017,0.00008294968,0.000192101,0.000004557737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003174689,"about_ca_system_score_gemma":0.0002124109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002049178,"about_ca_topic_score_gemma":0.00001218873,"domain_scores_codex":[0.994689,0.00114284,0.003189268,0.0005655857,0.0001652591,0.0002480773],"domain_scores_gemma":[0.9978418,0.0003216551,0.001217232,0.0003902557,0.0001086509,0.0001203746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001103314,0.00004188981,1.494696e-8,0.8046902,0.1760733,0.000007807756,0.000004823683,5.457218e-8,2.561353e-7,0.0006658595,0.004837945,0.01366681],"study_design_scores_gemma":[0.001420218,0.0005574076,5.043476e-7,0.3030623,0.642686,0.00009113512,0.000002089055,0.00005007755,4.161072e-8,0.00003337202,0.05194243,0.0001544364],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[8.087498e-8,0.9885753,0.001124143,0.0006569134,0.00005333875,0.009410444,0.0001269345,0.00002716271,0.00002565187],"genre_scores_gemma":[0.000001286471,0.9922032,0.0004127242,0.000804324,0.000176228,0.00337156,0.000561941,0.0000460579,0.002422673],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5016279,"threshold_uncertainty_score":0.9999639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1897762204029221,"score_gpt":0.4444590180131864,"score_spread":0.2546827976102644,"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."}}