{"id":"W7006456598","doi":"","title":"Understanding Clinical and Patient Reported Response of Children and Young People with Cerebral Palsy to Botulinum Toxin A: A Longitudinal Observational Study (The Toxin Study)","year":2023,"lang":"en","type":"dissertation","venue":"UCL Discovery (University College London)","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Spasticity; Cerebral palsy; Goal Attainment Scaling; Botulinum toxin; Quality of life (healthcare); Longitudinal study; Repeated measures design; Activities of daily living; Rehabilitation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004192902,0.0002739854,0.000649915,0.0009414245,0.001002473,0.001024981,0.0005973203,0.001048099,0.001335163],"category_scores_gemma":[0.006891942,0.000513164,0.001570225,0.001455407,0.000424882,0.0009650973,0.001202484,0.001200366,0.0005392578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063983,"about_ca_system_score_gemma":0.001399483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01597998,"about_ca_topic_score_gemma":0.02186676,"domain_scores_codex":[0.9975961,0.0008738303,0.0004199419,0.000428452,0.0003835343,0.0002982062],"domain_scores_gemma":[0.9954954,0.0007542605,0.002259547,0.0002494866,0.0008242866,0.0004169993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001173272,0.0001023935,0.9969937,0.00008083467,0.0001687544,0.00004184268,0.0005957196,0.00001658069,0.00007090208,0.00002025675,0.0002849968,0.001506697],"study_design_scores_gemma":[0.00002784014,0.0004831139,0.9975209,0.00006315558,0.00008954859,0.0001137665,0.0009044531,0.00004776753,0.00004103322,0.00001855599,0.0006772637,0.00001264365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960409,0.0008625475,0.0001507322,0.0001655282,0.00002191158,0.0001277757,0.002112269,0.000003563294,0.0005146379],"genre_scores_gemma":[0.9948756,0.0005956753,0.0004216183,0.000316105,0.00002499735,0.0003994745,0.002901804,0.00000417103,0.0004606647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01597998,"threshold_uncertainty_score":0.03177392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08137856483138706,"score_gpt":0.292235361750107,"score_spread":0.2108567969187199,"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."}}