{"id":"W1998842093","doi":"10.1159/000155655","title":"Utility of Portable Electromyography for Quantifying Muscle Activity during Daily Use","year":2008,"lang":"en","type":"article","venue":"Gerontology","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Windsor; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Electromyography; Physical medicine and rehabilitation; Physical activity; Medicine; Neuroscience; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004774878,0.0005554545,0.0002345313,0.0007923809,0.00007682961,0.0003535638,0.0002423532,0.0003920266,0.001773377],"category_scores_gemma":[0.001847444,0.00007532007,0.0001282692,0.0004228356,0.0001805952,0.0002687848,0.0001626469,0.0002589429,0.0003437934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000706857,"about_ca_system_score_gemma":0.00008932804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008377036,"about_ca_topic_score_gemma":0.00127,"domain_scores_codex":[0.9997206,0.0001118282,0.00001956274,0.00006362639,0.000067755,0.00001654004],"domain_scores_gemma":[0.9992712,0.0003249213,0.000152883,0.00005604376,0.0001425899,0.00005245989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001374841,0.000343498,0.5339312,0.000434453,0.0002199205,0.0008345304,0.0002411068,0.001052252,0.1261584,0.0001049783,0.001042148,0.3342626],"study_design_scores_gemma":[0.00007171698,0.002484746,0.981621,0.00008067326,0.0001149477,0.003027611,0.0002081741,0.003249863,0.007718649,0.0001475238,0.001250481,0.0000247324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974628,0.002867574,0.01775812,0.0001316229,0.00006461696,0.0001156512,0.0007990301,0.0002411008,0.003394215],"genre_scores_gemma":[0.9886618,0.001348319,0.008799072,0.00005504032,0.00008351568,0.00006471002,0.000314377,0.00001355816,0.0006596539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001773377,"threshold_uncertainty_score":0.00593257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042361094375978,"score_gpt":0.3301807120984862,"score_spread":0.2259446026608883,"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."}}