{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004856173,0.0007478195,0.0006827104,0.0003213048,0.0006680221,0.0001915206,0.000393398,0.0007452804,0.002635484],"category_scores_gemma":[0.0006130359,0.0001825108,0.0005106805,0.0001275395,0.0002114599,0.0002020946,0.0002939061,0.000467406,0.0003698924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002833342,"about_ca_system_score_gemma":0.0007554492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001660723,"about_ca_topic_score_gemma":0.004863042,"domain_scores_codex":[0.9998366,0.00004277754,0.00001540648,0.00002113445,0.00002508053,0.00005909858],"domain_scores_gemma":[0.9998417,0.0000317498,0.00002708834,0.000005062339,0.00001566147,0.00007885267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1109043,0.09541088,0.08169315,0.006412904,0.001109022,0.0008312237,0.001109146,0.00147758,0.0256294,0.0001096655,0.003266222,0.6720465],"study_design_scores_gemma":[0.03111001,0.5242881,0.4352675,0.0003500906,0.0006074743,0.0005095038,0.0003286179,0.0005164844,0.003403225,0.0001543548,0.003437249,0.00002735693],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974027,0.001012187,0.0001279189,0.0001033448,0.00002652003,0.0005796175,0.0000855147,0.00001783891,0.0006443742],"genre_scores_gemma":[0.9935361,0.001218647,0.00128619,0.0001791904,0.00007671149,0.002107362,0.000281864,0.000001676562,0.001312271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002635484,"threshold_uncertainty_score":0.00881654,"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."}}