{"id":"W3015948924","doi":"10.1007/s10143-020-01294-3","title":"Lumbar disc herniation with contralateral radiculopathy: a systematic review on pathophysiology and surgical strategies","year":2020,"lang":"en","type":"review","venue":"Neurosurgical Review","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Pathophysiology; Surgery; Nerve root; Radicular pain; Intervertebral Disc Displacement; Neurosurgery; Posterior longitudinal ligament; Sciatica; Lumbar; Low back pain; Lumbar disc herniation; Lumbar vertebrae; Pathology","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"],"consensus_categories":[],"category_scores_codex":[0.0004275101,0.0009484931,0.01057611,0.00008767989,0.00006025722,0.00005045972,0.0002487422,0.0003168531,0.0002257788],"category_scores_gemma":[0.0005248585,0.0004888425,0.001238961,0.0004622038,0.0001935599,0.0001124336,0.00009846187,0.001053284,0.0003817769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006838904,"about_ca_system_score_gemma":0.000252781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001814164,"about_ca_topic_score_gemma":4.099693e-7,"domain_scores_codex":[0.9943845,0.001592865,0.002003664,0.001085091,0.0004620127,0.000471827],"domain_scores_gemma":[0.9977298,0.0001292598,0.0009112627,0.0007030728,0.00009416853,0.0004323866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000142192,0.0000875984,5.902639e-7,0.9389978,0.0001360904,0.004633434,0.000003218303,1.544216e-8,7.311054e-7,0.0004989791,0.0006028035,0.05502454],"study_design_scores_gemma":[0.0004452533,0.001569979,0.00001742536,0.6247585,0.005852462,0.004749974,9.111246e-7,0.000004000532,3.00824e-8,0.00000750789,0.3622949,0.0002991113],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002164475,0.9909826,0.000002664328,0.001342531,0.00009953933,0.00663726,0.00004732022,0.0001053582,0.0007611132],"genre_scores_gemma":[0.00002742697,0.9898418,0.00001352836,0.008333792,0.0001631545,0.0009885231,0.0003510184,0.00009535813,0.0001853927],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3616921,"threshold_uncertainty_score":0.9997563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02550054029896145,"score_gpt":0.3371983945052081,"score_spread":0.3116978542062467,"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."}}