{"id":"W4416363967","doi":"10.1007/s00586-025-09596-0","title":"Incidence of spinal radiculopathy and surgery among 6–17 year olds: a nationwide population-based cohort study","year":2025,"lang":"en","type":"article","venue":"European Spine Journal","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University; University of Toronto; Western University","funders":"","keywords":"Incidence (geometry); Radicular pain; Neurosurgery; Danish; Cohort study; Diagnosis code; Cohort; Spinal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001159882,0.000126777,0.0003406197,0.0003707574,0.0001105871,0.00004577895,0.00006157013,0.00001874485,0.00006297207],"category_scores_gemma":[0.0003982781,0.0001006374,0.0001063465,0.0002933995,0.00003851252,0.00008550411,0.00003005292,0.0001607017,0.000005199915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008207184,"about_ca_system_score_gemma":0.0001148083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000794839,"about_ca_topic_score_gemma":0.00002849428,"domain_scores_codex":[0.998629,0.0001890085,0.0005129715,0.0001837367,0.0003409657,0.0001443218],"domain_scores_gemma":[0.9992201,0.00004875586,0.0002472125,0.0001805478,0.0001771454,0.0001261802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004945081,0.0005407018,0.9961966,0.00002875111,0.0001351635,0.0002722319,0.00004130884,0.00002482717,0.00004334034,0.00001484836,0.00127115,0.001381633],"study_design_scores_gemma":[0.00148231,0.0004289116,0.9965503,0.0008461617,0.0002460339,0.00004764356,0.00008755376,0.00004273622,0.00006267117,0.000006952598,0.0001250292,0.00007373625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971098,0.0005661095,0.00008742837,0.0004497977,0.0001332274,0.0003778418,0.00000111442,0.00001843395,0.001256279],"genre_scores_gemma":[0.9989496,0.00009433136,0.0003234256,0.0002887582,0.0001351713,0.000007399125,0.000006993703,0.00001538699,0.0001789114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001839855,"threshold_uncertainty_score":0.4103872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524779428094958,"score_gpt":0.2900111917479797,"score_spread":0.2747633974670302,"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."}}