{"id":"W4409441572","doi":"10.17816/ra639870","title":"Interventional treatment of cervical radiculopathy: an observational study","year":2025,"lang":"en","type":"article","venue":"Regional Anesthesia and Acute Pain Management","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cervical spine; Medicine; SPINE (molecular biology); Surgery; Bioinformatics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001082241,0.0002859524,0.0007861385,0.0006734225,0.0007968552,0.0005763337,0.0003963244,0.0009424287,0.002070031],"category_scores_gemma":[0.003460137,0.0004305444,0.0008189412,0.001315529,0.0004994989,0.0004147848,0.000428087,0.0008007082,0.0003470942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006598734,"about_ca_system_score_gemma":0.001344273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004628615,"about_ca_topic_score_gemma":0.0063556,"domain_scores_codex":[0.998577,0.0005469514,0.000216473,0.0002340136,0.0002562505,0.0001692916],"domain_scores_gemma":[0.9966101,0.0007433528,0.001705423,0.000180261,0.0003392645,0.0004215264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001401264,0.001685501,0.9933629,0.0001900291,0.0002733417,0.0002189885,0.0003777706,0.00002023892,0.0002195558,0.00002693017,0.000184713,0.002038706],"study_design_scores_gemma":[0.0005177947,0.00411862,0.9922428,0.0001024031,0.0003005293,0.0006179045,0.001097154,0.000105076,0.00005384567,0.00003179929,0.0007943059,0.00001783182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982542,0.0009647919,0.00007826543,0.00004273417,0.00000990744,0.00009771458,0.000179997,0.000001293941,0.0003710258],"genre_scores_gemma":[0.9984099,0.0006790853,0.0001407252,0.0001532372,0.00003444454,0.000144367,0.0003393963,0.000001352556,0.00009761142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004628615,"threshold_uncertainty_score":0.009203374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08254415978985168,"score_gpt":0.3560041025650147,"score_spread":0.2734599427751631,"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."}}