{"id":"W7084084035","doi":"10.6084/m9.figshare.c.7994597","title":"Feasibility of post-stroke hand rehabilitation supported by a soft robotic hand orthosis in-clinic and at-home","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Healthcare Facilities Design and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Usability; Upper limb; Occupational therapy; Functional Independence Measure; Activities of daily living; Functional training; Functional movement","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006993675,0.000260389,0.0006673042,0.0002619723,0.0002360651,0.00006979406,0.0002428632,0.0007254691,0.194317],"category_scores_gemma":[0.01429879,0.0002749356,0.0001565704,0.0003351027,0.000344213,0.00009127966,0.0001238686,0.0002943868,0.0001165869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005873712,"about_ca_system_score_gemma":0.001760248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01308536,"about_ca_topic_score_gemma":0.04913095,"domain_scores_codex":[0.9969946,0.0008575431,0.0005995667,0.0006553599,0.0004153496,0.0004775936],"domain_scores_gemma":[0.9969933,0.001611181,0.0002812494,0.0004571994,0.0004417115,0.0002153543],"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":[0.0001098338,0.0001826982,0.0432145,0.005773039,0.00003521766,0.000007053459,0.008579735,3.299223e-7,0.00001675848,0.00001758123,0.9384835,0.003579786],"study_design_scores_gemma":[0.001061632,0.0003721625,0.04864862,0.003146575,0.00003559409,4.462305e-7,0.007600607,0.00001032367,0.000013452,0.0004013651,0.9381194,0.000589876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01628926,0.005461059,0.000006187662,0.002333261,0.0003015738,0.005814449,0.8412027,0.0002322494,0.1283592],"genre_scores_gemma":[0.1186356,0.00006011364,0.00007566421,0.0001820484,0.00006123914,0.0002921573,0.03384133,0.00009040738,0.8467614],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8073614,"threshold_uncertainty_score":0.9999703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03917330398316535,"score_gpt":0.3395657129337386,"score_spread":0.3003924089505732,"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."}}