{"id":"W2130611561","doi":"10.1186/s12984-015-0006-8","title":"Instrumenting gait assessment using the Kinect in people living with stroke: reliability and association with balance tests","year":2015,"lang":"en","type":"article","venue":"Journal of NeuroEngineering and Rehabilitation","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kimberly-Clark (Canada); University of British Columbia; University of British Columbia Hospital","funders":"National Stroke Foundation","keywords":"Gait; Physical medicine and rehabilitation; Balance (ability); Reliability (semiconductor); Stroke (engine); Force platform; Dynamic balance; Psychology; Preferred walking speed; Physical therapy; Medicine; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001919649,0.00009424905,0.0001991664,0.000097362,0.0001314645,0.00002296788,0.00004238272,0.00005150972,3.190279e-7],"category_scores_gemma":[0.0008924854,0.000059021,0.0000203918,0.0001871752,0.00002208585,0.0003209669,0.00002380049,0.0005178659,1.053315e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002842229,"about_ca_system_score_gemma":0.0001253598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005126647,"about_ca_topic_score_gemma":0.00005623893,"domain_scores_codex":[0.9986821,0.0003411846,0.0003917071,0.0001211718,0.0002829443,0.0001809318],"domain_scores_gemma":[0.9979351,0.001243297,0.0004271351,0.00008657198,0.0002423291,0.00006554893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004134529,0.00005692122,0.9924659,0.0001796068,0.00001099877,0.000001217496,0.002017241,0.002778144,0.002182594,0.0000297857,0.00001642557,0.0002198597],"study_design_scores_gemma":[0.001008936,0.0004621638,0.9736351,0.0007573924,0.00002587643,0.0000165848,0.002615968,0.02132574,5.514301e-7,0.00005145336,0.0000383868,0.00006188876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965618,0.00006064487,0.001987798,0.0008907643,0.0001942842,0.0002361926,0.000001206961,0.00001295715,0.00005433499],"genre_scores_gemma":[0.9908072,0.00003935112,0.009002509,0.00002735227,0.00008156294,0.000008030973,4.325402e-7,0.00001183672,0.00002170493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0188308,"threshold_uncertainty_score":0.2406806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124327004915136,"score_gpt":0.3060015495964713,"score_spread":0.2935688491049577,"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."}}