{"id":"W4226099297","doi":"10.47611/jsrhs.v10i4.1924","title":"Exoskeleton for Knee Arthritis Patients","year":2021,"lang":"en","type":"article","venue":"Journal of Student Research","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Exoskeleton; Software portability; Torque; Sitting; Thigh; Physical medicine and rehabilitation; Wearable computer; Arthritis; Population; Medicine; Bluetooth; Knee Joint; Computer science; Physical therapy; Simulation; Wireless; Surgery; Physics; Telecommunications; Embedded system","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":[0.0005937048,0.00004814668,0.0001242465,0.0001192455,0.00006236089,0.00005943761,0.0001160005,0.00003719704,0.00003090312],"category_scores_gemma":[0.0001612635,0.00004132917,0.00008599048,0.0001545084,0.00002823201,0.00005826941,0.00004130358,0.0002429679,0.000007487846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008070761,"about_ca_system_score_gemma":0.00005424171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.648401e-7,"about_ca_topic_score_gemma":0.000002204088,"domain_scores_codex":[0.9988217,0.00004020639,0.000280879,0.00005572891,0.0006061104,0.0001953682],"domain_scores_gemma":[0.9983437,0.0001962429,0.00002803899,0.00009111952,0.001256713,0.00008418991],"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":[0.0001736317,0.003174301,0.1849632,0.001354718,0.001077339,0.0003747038,0.0115563,0.08733045,0.02723058,0.0107,0.1125047,0.5595601],"study_design_scores_gemma":[0.01408628,0.008059469,0.6419937,0.001184034,0.00005567801,0.0001095536,0.007505676,0.005441365,0.0222926,0.01324089,0.2852368,0.0007939336],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940831,0.00190295,0.002022713,0.0004059621,0.0006144369,0.0001718089,0.000005222154,0.000008422321,0.0007853592],"genre_scores_gemma":[0.9966617,0.0006369721,0.002286798,0.0000111231,0.0001550332,0.00000674458,0.000001885861,0.00001486283,0.0002249425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5587661,"threshold_uncertainty_score":0.1685355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06737747660018234,"score_gpt":0.3854329485823688,"score_spread":0.3180554719821864,"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."}}