{"id":"W3019501872","doi":"10.1177/1753193420918743","title":"Functional outcomes of spasticity-reducing surgery and rehabilitation at 1-year follow-up in 30 patients","year":2020,"lang":"en","type":"article","venue":"Journal of Hand Surgery (European Volume)","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spasticity; Medicine; Rehabilitation; Physical therapy; Observational study; Modified Ashworth scale; Cerebral palsy; Spinal cord injury; Physical medicine and rehabilitation; Visual analogue scale; Stroke (engine); Traumatic brain injury; Spinal cord; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000763095,0.0001433463,0.0006661814,0.000238714,0.00005885956,0.00001435685,0.00004204442,0.00006994659,0.0002605176],"category_scores_gemma":[0.003439742,0.0001057697,0.0003423228,0.0002279382,0.0001479826,0.0001124734,0.00004891429,0.0003418203,0.00002655471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000029124,"about_ca_system_score_gemma":0.00006425107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004151073,"about_ca_topic_score_gemma":0.000001069224,"domain_scores_codex":[0.9979905,0.0003290253,0.0009412927,0.0001877582,0.000367144,0.0001843101],"domain_scores_gemma":[0.9977598,0.001326942,0.0004191705,0.00008571965,0.0001922709,0.0002161123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001265447,0.000207684,0.9774529,0.00009963213,0.00007486103,0.0001150618,0.0003438334,0.00009413291,0.0006274403,0.000002264702,0.01746548,0.002251255],"study_design_scores_gemma":[0.001804099,0.000400095,0.9958745,0.0001652005,0.00007161781,0.00002487809,0.00009106242,0.00009539813,0.00006025901,0.00001491248,0.001300855,0.00009713655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955848,0.0002124948,0.00004069089,0.003275878,0.0005167603,0.00009478741,0.00000412571,0.000009332606,0.0002611116],"genre_scores_gemma":[0.9987385,0.0002036292,0.00005769109,0.0006782251,0.00007959967,4.259495e-7,0.000006875151,0.00002298185,0.0002120855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01842158,"threshold_uncertainty_score":0.4313162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02375674928930256,"score_gpt":0.2203870184445993,"score_spread":0.1966302691552968,"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."}}