{"id":"W2966261401","doi":"10.1016/j.wneu.2019.07.195","title":"Does the Neurological Examination Correlate with Patient-Perceived Outcomes in Degenerative Cervical Myelopathy?","year":2019,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Canadian Institutes of Health Research; Physicians' Services Incorporated Foundation","keywords":"Medicine; Myelopathy; Degenerative Disorder; Cervical spine; Cervical vertebrae; Surgery; Radiology; Spinal cord; Pathology; Disease; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002680134,0.0002619941,0.0005020995,0.0001954469,0.00007967488,0.00003592824,0.000115048,0.00007904725,0.0005694504],"category_scores_gemma":[0.0001609873,0.000107641,0.0001217148,0.0006342201,0.0001143021,0.0001013417,0.00009155975,0.0006010009,0.0001757679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002883997,"about_ca_system_score_gemma":0.00004394567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001450814,"about_ca_topic_score_gemma":0.00008573543,"domain_scores_codex":[0.9978587,0.0003764608,0.000437593,0.0005121739,0.0004355962,0.0003794649],"domain_scores_gemma":[0.9985582,0.0007132312,0.0001211807,0.0004029566,0.00007027027,0.0001341214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005517885,0.0002895161,0.9576835,0.00002852067,0.00001386279,0.0004399075,0.0003495014,0.00004469259,0.001089815,0.0001571108,0.00005794072,0.03929386],"study_design_scores_gemma":[0.000654828,0.0003516726,0.9938524,0.00004694142,0.00002901089,0.00005833742,0.00005552736,0.001163702,0.0002997654,0.0000484583,0.003264757,0.0001746426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98835,0.00002769133,0.000009324008,0.007825174,0.0007693031,0.0006659534,0.000004886567,0.00008319796,0.002264406],"genre_scores_gemma":[0.9879049,0.00002357133,0.00004068215,0.008219909,0.0000681795,0.00006104924,0.00001751243,0.00003090012,0.003633274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03911922,"threshold_uncertainty_score":0.6235083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090066833491255,"score_gpt":0.2279514989035514,"score_spread":0.2170508305686389,"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."}}