{"id":"W4413242993","doi":"10.2196/81522","title":"Individualized electrostimulation using a wearable electro suit in a mixed cohort of stroke and spinal cord injury with spasticity: Clinical outcomes and qualitative feedback (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spasticity; Physical medicine and rehabilitation; Spinal cord injury; Gait; Physical therapy; Rehabilitation; Medicine; Stroke (engine); Psychology; Spinal cord","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001365165,0.0002315771,0.0003752765,0.0005955955,0.0006764847,0.0005333935,0.0002367968,0.0003427383,0.003169978],"category_scores_gemma":[0.002669211,0.0001475803,0.0004562126,0.0003978073,0.0003482605,0.0003322075,0.0006699855,0.0002086834,0.000425637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005972278,"about_ca_system_score_gemma":0.000772741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003555988,"about_ca_topic_score_gemma":0.00714241,"domain_scores_codex":[0.9995126,0.0001982758,0.00005492468,0.00007424105,0.00007520291,0.00008486611],"domain_scores_gemma":[0.9991701,0.0002486425,0.0001965073,0.00003203428,0.0001924744,0.000160257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.005434172,0.007456796,0.7836441,0.0009997436,0.0002946147,0.003166371,0.06494205,0.0001600244,0.01034019,0.0001020892,0.002346228,0.1211137],"study_design_scores_gemma":[0.0003165558,0.01273934,0.934374,0.0002355629,0.0001406271,0.001216988,0.04796797,0.0002712352,0.0008670462,0.0001057545,0.001699277,0.00006552134],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993634,0.00006550384,0.0001138948,0.00003646759,0.000003016072,0.0001087623,0.00007721861,0.000002839553,0.0002289979],"genre_scores_gemma":[0.9980872,0.0001618236,0.0003911776,0.0001137158,0.000009515828,0.0004233866,0.0001944155,0.000003572954,0.0006151889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003555988,"threshold_uncertainty_score":0.01060468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02879011031155469,"score_gpt":0.393363337064345,"score_spread":0.3645732267527903,"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."}}