{"id":"W2027634125","doi":"10.1097/brs.0000000000000913","title":"Degenerative Cervical Myelopathy","year":2015,"lang":"en","type":"review","venue":"Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":931,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Western Hospital","funders":"","keywords":"Medicine; Myelopathy; Ossification; Degenerative disease; Cervical spondylosis; Surgery; Spinal cord compression; Posterior longitudinal ligament; Spinal cord; Central nervous system disease; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000339154,0.0005198192,0.002657331,0.0001661066,0.00004710916,0.00002155205,0.0001958803,0.0004689449,0.001223203],"category_scores_gemma":[0.0001320151,0.0003386899,0.0005743833,0.0005569372,0.00007716657,0.00003428292,0.0001884139,0.000704839,0.002525302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002021808,"about_ca_system_score_gemma":0.0007936732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008358176,"about_ca_topic_score_gemma":0.00000447382,"domain_scores_codex":[0.9978181,0.0001192628,0.0006618398,0.0005524472,0.0004608374,0.0003874756],"domain_scores_gemma":[0.9984372,0.00001926605,0.0001846231,0.0005779747,0.0002200193,0.0005608699],"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":[0.00001168981,0.0000945369,0.000001716927,0.01102884,0.0001023774,0.0002563156,0.0000257543,2.258267e-8,2.68366e-7,0.0004482765,0.002254717,0.9857755],"study_design_scores_gemma":[0.0003505086,0.0002874957,0.00001757508,0.005919549,0.001239797,0.0004777892,0.000006666638,0.000005298269,0.000001874003,0.000109772,0.9912381,0.0003456407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002131285,0.9751166,0.00008642831,0.0003175095,0.0004388531,0.0008398345,0.00004559323,0.0001290042,0.0230241],"genre_scores_gemma":[0.000001881217,0.9861593,0.001281196,0.0003857274,0.001917902,0.0001136704,0.0007391868,0.00008722727,0.009313888],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9889833,"threshold_uncertainty_score":0.9999065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1040976992299088,"score_gpt":0.4054619525825311,"score_spread":0.3013642533526224,"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."}}