{"id":"W3112341205","doi":"10.1097/brs.0000000000003852","title":"Impact of New Motor Deficit on HRQOL After Adult Spinal Deformity Surgery","year":2020,"lang":"en","type":"article","venue":"Spine","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"AOSpine","keywords":"Medicine; Spinal deformity; Spinal surgery; Neurological deficit; Surgery; Deformity; Scoliosis; Rachis; Physical medicine and rehabilitation; Physical therapy","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":[0.001896118,0.0004936655,0.0005022632,0.0005495696,0.0004922244,0.0007745255,0.0004276453,0.0007578466,0.001144743],"category_scores_gemma":[0.003106741,0.0003932694,0.0008053292,0.0007956981,0.0003393092,0.0008007663,0.0006008902,0.00103438,0.0002313363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004374278,"about_ca_system_score_gemma":0.0005203918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002493465,"about_ca_topic_score_gemma":0.00334145,"domain_scores_codex":[0.9988991,0.0003047058,0.0001130777,0.0002558257,0.0002121009,0.000215115],"domain_scores_gemma":[0.9970967,0.0003312709,0.001579485,0.0001784067,0.0002526907,0.0005615163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006621095,0.0002091021,0.9982323,0.000009698639,0.00008472168,0.00004236236,0.0000329574,0.00002899469,0.0000842865,0.000003757496,0.00006016273,0.0005495636],"study_design_scores_gemma":[0.00005505506,0.001087764,0.998439,0.000005330593,0.00003913979,0.0001379442,0.00005401167,0.00007568093,0.00003593729,0.000004832019,0.0000599844,0.000005286815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993482,0.0001284142,0.00004921884,0.00001856615,0.000005210281,0.00002706201,0.0003002893,0.000001991368,0.0001208857],"genre_scores_gemma":[0.9989503,0.00006849432,0.00006924575,0.00003834196,0.00001630592,0.0000412291,0.0007070089,0.000001296465,0.0001077999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002493465,"threshold_uncertainty_score":0.01002771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04522851781379313,"score_gpt":0.3229190398711304,"score_spread":0.2776905220573372,"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."}}