{"id":"W2080069712","doi":"10.1053/apmr.2002.27464","title":"Patient preference and gait efficiency in a geriatric population with transfemoral amputation using a free-swinging versus a locked prosthetic knee joint","year":2002,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"West Park Healthcare Centre; University of Toronto","funders":"","keywords":"Prosthesis; Amputation; Medicine; Rehabilitation; Knee Joint; Ambulatory; Physical therapy; Population; Physical medicine and rehabilitation; Gait; Knee flexion; 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":[0.00006493412,0.0001271058,0.0002278457,0.0002670338,0.00004354542,0.000006916787,0.00002822464,0.00002665184,0.00000137115],"category_scores_gemma":[0.0001739566,0.0000952177,0.00003099833,0.0002500261,0.000236244,0.00009436394,0.00001254497,0.00009916633,1.34408e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001935891,"about_ca_system_score_gemma":0.000004895824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004666967,"about_ca_topic_score_gemma":0.000009860966,"domain_scores_codex":[0.9991771,0.00005099276,0.000284619,0.0001825442,0.0001678211,0.0001369176],"domain_scores_gemma":[0.9991146,0.0006457376,0.00005270676,0.0001077249,0.00002640365,0.00005283502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004047889,0.0006115233,0.008459711,0.002739364,0.00004979498,0.000003046789,0.2319403,0.4422906,0.04923845,0.005058599,0.000004581056,0.2591992],"study_design_scores_gemma":[0.002214214,0.003621444,0.05562969,0.000648585,0.00004006294,0.000002291448,0.00159079,0.9303362,0.0001134792,0.005652026,0.00000198473,0.0001492643],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936854,0.0002795798,0.005140878,0.0002473097,0.00004083989,0.0004644528,0.000002374698,0.00002888021,0.0001102577],"genre_scores_gemma":[0.9918575,0.00001840907,0.00806277,0.000003815134,0.0000218226,0.00001694792,0.000004351122,0.000013459,9.770122e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4880455,"threshold_uncertainty_score":0.3882865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156960516371013,"score_gpt":0.2169149215113958,"score_spread":0.2012188698742945,"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."}}