{"id":"W2590587990","doi":"10.1093/neuros/nyw079","title":"Emerging Techniques in Degenerative Thoracolumbar Surgery","year":2017,"lang":"en","type":"review","venue":"Neurosurgery","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Spondylolisthesis; Lumbar; Surgery; Spinal stenosis; Deformity; Lumbar spinal stenosis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008789515,0.0008563579,0.001230163,0.005533816,0.0004921741,0.001452132,0.0009247137,0.001358532,0.004030242],"category_scores_gemma":[0.001768071,0.0003010092,0.0008056685,0.003787105,0.001117645,0.00220999,0.000928196,0.001923733,0.001285895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007051724,"about_ca_system_score_gemma":0.001904265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001461541,"about_ca_topic_score_gemma":0.00270687,"domain_scores_codex":[0.9995279,0.0000779699,0.0001164074,0.00007204967,0.0001791486,0.00002644961],"domain_scores_gemma":[0.998866,0.0006807565,0.0001908828,0.00002929728,0.000187016,0.00004606345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004089679,0.00006165393,0.0006111393,0.04050157,0.0001232812,0.0006027918,0.0001944763,0.0002744632,0.0006530847,0.004633171,0.0187403,0.9335632],"study_design_scores_gemma":[0.00001280879,0.00009257662,0.002775657,0.03038146,0.0002567238,0.01040535,0.0003848058,0.0001043746,0.0003712166,0.004860374,0.9503178,0.00003690424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007172198,0.9989343,0.00006828582,0.0002178355,0.0001446139,0.000002368841,0.000006635612,0.000003645863,0.000550552],"genre_scores_gemma":[0.000539317,0.9988102,0.0001236804,0.0001340346,0.0002185237,0.000002382297,0.000008976765,8.686107e-7,0.0001620493],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005533816,"threshold_uncertainty_score":0.01348245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2013220041994636,"score_gpt":0.4413090407147545,"score_spread":0.2399870365152909,"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."}}