{"id":"W1957491795","doi":"10.3171/2013.7.spine1362","title":"The efficacy of lumbar discectomy and single-level fusion for spondylolisthesis: results from the NeuroPoint-SD registry","year":2013,"lang":"en","type":"article","venue":"Journal of Neurosurgery Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"NIH Clinical Center; Clinical Trial Center, China Medical University Hospital; Neurosurgery Research and Education Foundation","keywords":"Medicine; Spondylolisthesis; Oswestry Disability Index; Visual analogue scale; Lumbar; Discectomy; Surgery; Physical therapy; Cohort study; Observational study; Low back pain; Spinal fusion; Population; Internal medicine","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":[0.0005193052,0.0001727652,0.0004839935,0.00009040521,0.0001241561,0.00005214292,0.0002293095,0.00007125671,0.00002846134],"category_scores_gemma":[0.004772946,0.00008458966,0.0003420465,0.0001646613,0.0002306463,0.0001743991,0.00007503859,0.0003100601,0.000004137207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001422565,"about_ca_system_score_gemma":0.00006101161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004395662,"about_ca_topic_score_gemma":0.000006183825,"domain_scores_codex":[0.9981359,0.0001395403,0.001025626,0.0001977429,0.0002674241,0.0002337415],"domain_scores_gemma":[0.9977959,0.0004338112,0.0008900774,0.0004416895,0.0003106032,0.0001278621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001250332,0.0004975843,0.004897201,0.00005652208,0.0001215088,0.0002004267,0.0001854666,0.000003303752,0.865597,0.00007300516,0.08936502,0.03775267],"study_design_scores_gemma":[0.002817253,0.001474526,0.9750417,0.000306026,0.0001445105,0.0007293458,0.0001025587,0.0001045383,0.008762685,0.0001391744,0.0102854,0.00009228774],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768444,0.0008114701,0.0001460707,0.02102514,0.0006596737,0.0003243606,0.0000431713,0.000008813439,0.000136949],"genre_scores_gemma":[0.996021,0.0005319875,0.0004054602,0.001691485,0.000636018,0.000005701717,0.000009363514,0.00002922342,0.0006697471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9701445,"threshold_uncertainty_score":0.5714007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05364673131543163,"score_gpt":0.2804640534979834,"score_spread":0.2268173221825518,"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."}}