{"id":"W4389542578","doi":"10.1109/embc40787.2023.10340670","title":"Towards non-invasive peripheral stimulation as a treatment for Parkinson’s disease gait","year":2023,"lang":"en","type":"article","venue":"","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Parkinson's disease; Gait; Physical medicine and rehabilitation; Stimulation; Medicine; Disease; Peripheral; Deep brain stimulation; Neuroscience; Psychology; Internal medicine","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":[0.0007321488,0.00037844,0.000383012,0.0003290856,0.0001150286,0.0006387612,0.000385522,0.0006918922,0.00347491],"category_scores_gemma":[0.0005631692,0.0001033381,0.0002894085,0.0001326837,0.0007201027,0.0004875592,0.0003627206,0.001220166,0.0006472098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140002,"about_ca_system_score_gemma":0.0005479731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003132866,"about_ca_topic_score_gemma":0.0005936719,"domain_scores_codex":[0.9998017,0.0000952519,0.00001185679,0.00002500994,0.00005089528,0.00001531921],"domain_scores_gemma":[0.9996117,0.0002469282,0.00003846524,0.00002205755,0.00004733932,0.0000335843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003241534,0.001695136,0.002788476,0.005217015,0.0001268559,0.001047127,0.0004524614,0.001487918,0.3513489,0.01208795,0.002836875,0.6176696],"study_design_scores_gemma":[0.004099681,0.0720349,0.1481677,0.01042336,0.001148664,0.02685416,0.002187266,0.02055849,0.3712509,0.06499046,0.2779829,0.0003015838],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4090184,0.3518966,0.1762741,0.01532622,0.001610607,0.001019219,0.0002656161,0.000752321,0.043837],"genre_scores_gemma":[0.7735412,0.1168124,0.09019129,0.004864622,0.001106391,0.0007232374,0.0002196065,0.00008143151,0.01245984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00347491,"threshold_uncertainty_score":0.01162475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0418588427479794,"score_gpt":0.3239031089242004,"score_spread":0.282044266176221,"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."}}