{"id":"W4399265461","doi":"10.2196/54159","title":"Stroke Survivors’ Interaction With Hand Rehabilitation Devices: Observational Study","year":2024,"lang":"en","type":"article","venue":"JMIR Biomedical Engineering","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Rehabilitation; Physical medicine and rehabilitation; Stroke (engine); Medicine; Physical therapy; Psychology; Engineering; Internal medicine; Aerospace engineering","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":[0.00105738,0.0004219295,0.001063833,0.001237758,0.001777857,0.0007681817,0.000482169,0.0008311277,0.001818879],"category_scores_gemma":[0.002974003,0.0006949665,0.0007955381,0.001209708,0.0005098738,0.001013879,0.001165834,0.001183653,0.0007611978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005269774,"about_ca_system_score_gemma":0.0009004094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009960823,"about_ca_topic_score_gemma":0.01759563,"domain_scores_codex":[0.9993161,0.0001872537,0.0001127487,0.0001124765,0.0001433325,0.0001281259],"domain_scores_gemma":[0.9976521,0.0004230962,0.0008274237,0.0001264396,0.0005409858,0.0004299796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002893816,0.00164073,0.9844173,0.0001357175,0.00009283353,0.0004140221,0.007905335,0.00002503795,0.0003811979,0.00001123591,0.0002983418,0.004388911],"study_design_scores_gemma":[0.00005374014,0.003007594,0.978644,0.0000825389,0.000120052,0.0008182686,0.01616134,0.0001405614,0.0001252598,0.00002480021,0.0007907297,0.00003118336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994759,0.00008911064,0.00004839458,0.00001388979,0.000002048261,0.00004844616,0.0001197687,0.000001820891,0.0002007494],"genre_scores_gemma":[0.9986326,0.0003318667,0.0001754098,0.00006507261,0.00001066613,0.0001392514,0.0003236949,0.000002665619,0.000318678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009960823,"threshold_uncertainty_score":0.01980573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02554340892657237,"score_gpt":0.3147348553996038,"score_spread":0.2891914464730315,"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."}}