{"id":"W6980131372","doi":"","title":"Augmenting Hand and Arm Function for Persons with Hemiparesis","year":2024,"lang":"en","type":"article","venue":"Chapman University Digital Commons (Chapman University)","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemiparesis; Stroke (engine); Spinal cord injury; Quality of life (healthcare); Tetraplegia; Activities of daily living; Rehabilitation","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":[],"consensus_categories":[],"category_scores_codex":[0.00005002402,0.000211513,0.0002666388,0.0007999935,0.0004699727,0.0001576398,0.0001072407,0.0001095918,0.00004421785],"category_scores_gemma":[0.00001924085,0.0002153295,0.0002002166,0.0005559253,0.0003725125,0.0006955207,0.0001056296,0.0001890944,0.00001523693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002605235,"about_ca_system_score_gemma":0.0001169019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002378727,"about_ca_topic_score_gemma":0.00007062042,"domain_scores_codex":[0.9989921,0.00001612876,0.00009265845,0.000453921,0.0001632344,0.0002819976],"domain_scores_gemma":[0.9991753,0.0002171788,0.00004674628,0.0002027056,0.0001111198,0.0002470021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02586371,0.003681742,0.335393,0.009591081,0.00951703,0.006291851,0.02074088,0.0002335108,0.007467336,0.4242479,0.04447795,0.112494],"study_design_scores_gemma":[0.00592412,0.003062633,0.02214252,0.0009989678,0.001323863,0.0002069124,0.03923632,0.001831328,0.0002881888,0.0002477812,0.9239179,0.0008194545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9320832,0.000215815,0.005184195,0.0008102671,0.0001581787,0.0005726269,0.0002020783,0.0002895147,0.06048412],"genre_scores_gemma":[0.9543781,0.00003165269,0.0002404299,0.00003585136,0.00005920335,1.525564e-7,0.00009480582,0.00002504003,0.04513481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8794399,"threshold_uncertainty_score":0.8780881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444420680791848,"score_gpt":0.2014424502880574,"score_spread":0.1869982434801389,"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."}}