{"id":"W4412392316","doi":"10.1186/s12877-025-06161-8","title":"Does high frequency exercise or electrical muscle stimulation improve strength and function in non-weight bearing, older patients? The PAIVE pilot randomised trial","year":2025,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Physical therapy; Physical medicine and rehabilitation; Functional electrical stimulation; Rehabilitation; Randomized controlled trial; Muscle strength; Stimulation; Weight-bearing; Pilot trial; Strength training; Electrical muscle stimulation; Internal 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":[0.0004537749,0.0001568286,0.0003388233,0.0002893949,0.0001622609,0.00004116067,0.00005830525,0.0001225042,0.00009787032],"category_scores_gemma":[0.0004372572,0.00008506429,0.00005706935,0.000602564,0.000027677,0.00009143072,0.00003091641,0.0002904714,0.00000436856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000140093,"about_ca_system_score_gemma":0.0002163386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001757277,"about_ca_topic_score_gemma":0.00009249317,"domain_scores_codex":[0.9985565,0.0001088641,0.0005237266,0.0003129204,0.0002333692,0.0002646056],"domain_scores_gemma":[0.9989475,0.0004649436,0.0001493523,0.0002092921,0.000137725,0.00009115621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5147031,0.004643989,0.3404099,0.001935795,0.00008411075,0.00001469723,0.001042027,0.00002457607,0.001350169,0.001376515,0.003671655,0.1307435],"study_design_scores_gemma":[0.3656753,0.001111747,0.6283572,0.0001633209,0.0002595398,3.050894e-7,0.00006989656,0.002662236,0.0001901738,0.001002748,0.0003383476,0.0001691921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991744,0.0001996148,0.002365197,0.000314586,0.001535461,0.003582259,0.000007424911,0.00005429194,0.0001971128],"genre_scores_gemma":[0.9967962,0.0002475716,0.001475861,0.0002960062,0.0004251312,0.0002342796,0.00004928272,0.00001602819,0.0004596768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2879473,"threshold_uncertainty_score":0.3468821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441988126480379,"score_gpt":0.2765452862475222,"score_spread":0.2621254049827184,"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."}}