{"id":"W4407449463","doi":"10.2196/56397","title":"Neurotechnology-Based, Intensive, Supplementary Upper-Extremity Training for Inpatients With Subacute Stroke: Feasibility Study","year":2025,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemiparesis; Medicine; Physical medicine and rehabilitation; Rehabilitation; Stroke (engine); Physical therapy; Upper limb; Elbow; Wrist; Activities of daily living; Surgery","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":[0.001391585,0.00121616,0.0009240347,0.0008701377,0.0007881484,0.0003969247,0.0007965337,0.0009132252,0.002926399],"category_scores_gemma":[0.002078037,0.0004321124,0.0006724323,0.0004399482,0.0004664261,0.0005044605,0.0007862201,0.0007900681,0.0006805852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008162184,"about_ca_system_score_gemma":0.003516665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002888338,"about_ca_topic_score_gemma":0.006502054,"domain_scores_codex":[0.9991416,0.0003400184,0.00008458328,0.00009024028,0.0001095232,0.000233943],"domain_scores_gemma":[0.9989719,0.0001458814,0.0001333835,0.00006739838,0.0001459099,0.0005355064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.05882998,0.6610388,0.08851232,0.001483891,0.0002772676,0.001661617,0.002684001,0.001425242,0.02098083,0.0001565632,0.001029599,0.1619199],"study_design_scores_gemma":[0.02730607,0.7698315,0.1972304,0.00009748756,0.0001779835,0.0004126464,0.001232637,0.001119455,0.001331328,0.00008185917,0.001129474,0.00004911233],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957362,0.00005541186,0.0002577988,0.00004113342,0.000009283701,0.003468727,0.00008593594,0.000009233575,0.0003361326],"genre_scores_gemma":[0.9846129,0.0004466995,0.00302017,0.0002168158,0.00007423519,0.01064655,0.0004756663,0.000005248417,0.0005017702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002926399,"threshold_uncertainty_score":0.009789824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02529095646006256,"score_gpt":0.3289750388683054,"score_spread":0.3036840824082428,"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."}}