{"id":"W2890925676","doi":"10.1093/geroni/igy022","title":"Randomized Controlled Trial of Exercise to Improve Walking Energetics in Older Adults","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"Vancouver Coastal Health Research Institute; Michael Smith Health Research BC","keywords":"Physical therapy; Aerobic exercise; Relaxation (psychology); Physical medicine and rehabilitation; Randomized controlled trial; Treadmill; Preferred walking speed; Medicine; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002397336,0.002021981,0.005894245,0.001001417,0.0008217163,0.00119722,0.001196456,0.003403685,0.01035061],"category_scores_gemma":[0.004418892,0.0009380039,0.002359519,0.0006850544,0.001258452,0.00117747,0.0007183183,0.003686115,0.00119413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008832167,"about_ca_system_score_gemma":0.001876264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002653169,"about_ca_topic_score_gemma":0.005357886,"domain_scores_codex":[0.9981107,0.0009912052,0.0002241063,0.0002947564,0.0001391779,0.0002401729],"domain_scores_gemma":[0.9980647,0.0007439248,0.0003658663,0.0001296347,0.0001617894,0.000534084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9853075,0.006116241,0.0001657719,0.0007614747,0.0006586122,0.00002104499,0.00002851906,0.0001162769,0.0004543559,0.00006108676,0.0003119134,0.005997224],"study_design_scores_gemma":[0.9780667,0.0206583,0.0005551213,0.00003807743,0.0002144254,0.00000554786,0.000009126024,0.000150911,0.00006514041,0.0000550533,0.0001767744,0.000004793701],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563312,0.009029255,0.001387028,0.001524158,0.002748672,0.02307163,0.001656435,0.0004092877,0.003842534],"genre_scores_gemma":[0.9404441,0.004417089,0.004393352,0.002161395,0.001283546,0.04051907,0.001082053,0.00003417215,0.005665289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01035061,"threshold_uncertainty_score":0.03462625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158323127932578,"score_gpt":0.3490169891511423,"score_spread":0.3331846763578845,"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."}}