{"id":"W4414533843","doi":"10.1186/s42466-025-00403-1","title":"The use of robotic arms for individuals with severe upper-limb disabilities","year":2025,"lang":"en","type":"letter","venue":"Neurological Research and Practice","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centres Intégré Universitaires de Santé et de Services Sociaux; Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Université Laval; Centre for Interdisciplinary Research in Rehabilitation","funders":"Fonds de Recherche du Québec - Santé","keywords":"Observational study; Amyotrophic lateral sclerosis; MEDLINE; Robotic arm; Rehabilitation; Robotics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00337937,0.0004880941,0.0008591011,0.0005331659,0.002957536,0.00236684,0.00146668,0.02968641,0.003328399],"category_scores_gemma":[0.01996513,0.0004115163,0.0008954334,0.0006464207,0.001375067,0.002137458,0.0009677007,0.01712767,0.003590413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002483824,"about_ca_system_score_gemma":0.004273361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008636348,"about_ca_topic_score_gemma":0.01178853,"domain_scores_codex":[0.9966736,0.001079264,0.0005743183,0.0003772388,0.0008242152,0.000471383],"domain_scores_gemma":[0.9893708,0.006186129,0.0008969895,0.0002377541,0.002106502,0.001201905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004615409,0.00003615587,0.0015205,0.00006894243,0.000008749395,0.002222979,0.0003829735,0.00003260233,0.0001263458,0.0005053312,0.9865345,0.008514934],"study_design_scores_gemma":[0.0001292641,0.00019811,0.005256117,0.0006270513,0.0000449251,0.00760906,0.002280406,0.0005312033,0.0004349561,0.003895816,0.9789011,0.00009195152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001069608,0.0007991185,0.00009979494,0.9726489,0.0235289,0.000009291151,0.00008300802,0.00002552593,0.001735945],"genre_scores_gemma":[0.007367251,0.0008909445,0.0001608179,0.9558382,0.03181659,0.00004135893,0.00003616952,0.00002141269,0.003827289],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02968641,"threshold_uncertainty_score":0.01802152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4573631692110275,"score_gpt":0.5427996698079568,"score_spread":0.08543650059692931,"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."}}