{"id":"W3199657999","doi":"10.1177/15459683211041312","title":"Real-World Functional Grasping Activity in Individuals With Stroke and Healthy Controls Using a Novel Wearable Wrist Sensor","year":2021,"lang":"en","type":"article","venue":"Neurorehabilitation and neural repair","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Simon Fraser University; Vancouver Coastal Health","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Wrist; Physical medicine and rehabilitation; Activities of daily living; Stroke (engine); Medicine; Accelerometer; Activity monitor; Physical therapy; Physical activity; Surgery; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002291774,0.0003842576,0.00031496,0.0008047984,0.0001830308,0.0003608124,0.0001362635,0.0003446289,0.0008825891],"category_scores_gemma":[0.0006779581,0.000113698,0.0002210323,0.0003650264,0.0001698295,0.0002452965,0.0002832613,0.0001382876,0.0001461494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001304108,"about_ca_system_score_gemma":0.00008566123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001307031,"about_ca_topic_score_gemma":0.002367566,"domain_scores_codex":[0.9998012,0.00002782767,0.0000344785,0.00006888506,0.00004184366,0.00002584654],"domain_scores_gemma":[0.9997188,0.00004543528,0.0001195857,0.00001445355,0.00004557371,0.00005618663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001041863,0.0002376483,0.9577599,0.00008903657,0.0001332644,0.0004125074,0.0004369075,0.0001451278,0.01444078,0.0000220177,0.0002180648,0.02506289],"study_design_scores_gemma":[0.00001369455,0.0006597036,0.997153,0.000006391508,0.00004334052,0.0008171675,0.0002179341,0.0003611467,0.0005925334,0.00001822107,0.0001092416,0.000007521468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993014,0.00008509672,0.000272735,0.000009487555,0.00000350068,0.00001136221,0.0001378992,0.000007856507,0.0001706597],"genre_scores_gemma":[0.9991358,0.00006544285,0.0004543163,0.0000142761,0.000007005406,0.00001908734,0.0001759127,0.000001230253,0.0001270007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001307031,"threshold_uncertainty_score":0.002952576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03645247098240531,"score_gpt":0.3082568092832461,"score_spread":0.2718043383008407,"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."}}