{"id":"W4400564732","doi":"10.1186/s13018-024-04894-7","title":"Methods of muscle spasticity assessment in children with cerebral palsy: a scoping review","year":2024,"lang":"en","type":"review","venue":"Journal of Orthopaedic Surgery and Research","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; International Collaboration On Repair Discoveries; University of British Columbia","funders":"","keywords":"Spasticity; Cerebral palsy; Medicine; Physical medicine and rehabilitation; Modified Ashworth scale; Physical therapy; Range of motion","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01261388,0.0003105749,0.003445848,0.001193455,0.00005532964,0.00002432606,0.0001531716,0.0003760888,0.0001421614],"category_scores_gemma":[0.00143179,0.0001541079,0.0009616565,0.001768316,0.0003937339,0.000065586,0.0001477362,0.004343467,0.000002937676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005885278,"about_ca_system_score_gemma":0.002575825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009521382,"about_ca_topic_score_gemma":0.000002053931,"domain_scores_codex":[0.9937299,0.002630183,0.001788379,0.0003645864,0.001038934,0.000447956],"domain_scores_gemma":[0.9956753,0.002848608,0.0006352545,0.0002427872,0.0002801516,0.0003178696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005775789,0.0002382533,0.005966214,0.1618953,0.0005579315,0.0006872046,0.00001015177,3.132387e-7,7.628899e-7,0.000009724788,0.0005453592,0.830031],"study_design_scores_gemma":[0.0005435593,0.0008286928,0.008556964,0.9542897,0.002404169,0.002841964,0.00001637656,0.000004604116,7.801553e-7,0.00004832513,0.03025501,0.0002097932],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00155988,0.9962378,0.00003445768,0.0006170976,0.0001578009,0.001207491,0.000005077507,0.000007591075,0.000172815],"genre_scores_gemma":[0.000410576,0.9985206,0.0007171325,0.00009540527,0.0001349668,0.00002380551,0.000007633597,0.00004069517,0.0000492018],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8298213,"threshold_uncertainty_score":0.9979535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1667660717635671,"score_gpt":0.4968016679509625,"score_spread":0.3300355961873954,"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."}}