{"id":"W3138667749","doi":"10.1177/2473011421998939","title":"Implications of Walking Aid Selection for Nonweightbearing Ambulation on Stance Limb Plantar Force, Walking Speed, Perceived Exertion, and Device Preference in Healthy Adults 50 Years of Age and Older","year":2021,"lang":"en","type":"article","venue":"Foot & Ankle Orthopaedics","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Kinsman Foundation","keywords":"Medicine; Physical medicine and rehabilitation; Preferred walking speed; Physical therapy; Exertion; Power walking; Perceived exertion; Crossover study; Plantar flexion; Gait; Ankle; Surgery; Heart rate","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":[0.0004467757,0.0001327381,0.0002981988,0.0001507594,0.0002567981,0.000009305527,0.00006199871,0.0001847243,0.000006950296],"category_scores_gemma":[0.0001445777,0.0001496318,0.00004902265,0.000303512,0.0000402167,0.000172981,0.00005132141,0.0002995025,9.960589e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009026429,"about_ca_system_score_gemma":0.000145889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002277555,"about_ca_topic_score_gemma":0.004850254,"domain_scores_codex":[0.9983521,0.0001745987,0.0006280824,0.0003665664,0.0001767278,0.0003019659],"domain_scores_gemma":[0.9987373,0.000353124,0.0003909428,0.0001793842,0.0002626817,0.00007658754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002594377,0.0005009365,0.8821018,0.003753558,0.00004870383,0.000002985837,0.01040157,0.00003431526,0.03715976,0.003579143,0.00008843382,0.05973438],"study_design_scores_gemma":[0.002117448,0.0003300169,0.9922902,0.001538614,0.00002981065,0.000003381041,0.0009267648,0.001231294,0.00006634839,0.001018678,0.0003191431,0.0001282753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964516,0.0004532838,0.001527695,0.0001173836,0.0001548686,0.0008998371,0.0000569534,0.00003060003,0.0003078297],"genre_scores_gemma":[0.9958645,0.001228384,0.002314501,0.0001282961,0.0001020735,0.00007031441,0.0001784126,0.00002298215,0.00009049736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1101884,"threshold_uncertainty_score":0.6101806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03361756421060277,"score_gpt":0.3251379065763828,"score_spread":0.2915203423657801,"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."}}