{"id":"W2976786320","doi":"","title":"Adapting Isokinetic Dynamometry for Individuals with Transtibial Amputations","year":2019,"lang":"en","type":"article","venue":"CMBES Proceedings","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Physical medicine and rehabilitation; Prosthesis; Physical therapy; Medicine; Surgery","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":[0.00006625003,0.000132253,0.0001480945,0.0001766137,0.00008583217,0.00005369219,0.00007925095,0.00004561599,0.00002069837],"category_scores_gemma":[0.00001837596,0.0001200282,0.00004721819,0.0004315601,0.00002359628,0.0001970179,0.000006157117,0.00009256823,0.0000036346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002128125,"about_ca_system_score_gemma":0.000006760732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001724313,"about_ca_topic_score_gemma":0.000001987788,"domain_scores_codex":[0.9993349,9.686911e-7,0.0001355136,0.00015788,0.0001243793,0.0002463035],"domain_scores_gemma":[0.9997513,0.00004693607,0.00002864843,0.00004052783,0.00009208745,0.0000404433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002571054,0.0003034469,0.4906155,0.005233625,0.002598656,0.000002053337,0.01951989,0.01391028,0.1353784,0.04165892,0.023711,0.2668111],"study_design_scores_gemma":[0.01289155,0.00325732,0.5724409,0.001109581,0.0006167037,0.00009277445,0.01303409,0.1310494,0.05056542,0.00416536,0.2066596,0.004117334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821929,0.0001178827,0.007400179,0.0001172046,0.00009780373,0.0004838549,0.000009424485,0.0003665971,0.009214185],"genre_scores_gemma":[0.9943299,0.00001503609,0.005314684,0.00004314315,0.00006877759,0.00009276134,0.000008142004,0.00003431983,0.00009323742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2626938,"threshold_uncertainty_score":0.4894608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006504257918312381,"score_gpt":0.2018428129134802,"score_spread":0.1953385549951678,"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."}}