{"id":"W4410354623","doi":"10.2196/65636","title":"Frailty, Fitness, and Quality of Life Outcomes of a Healthy and Productive Aging Program (GrandMove) for Older Adults With Frailty or Prefrailty: Cluster Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Randomized controlled trial; Medicine; Gerontology; Physical therapy; Aerobic exercise; Quality of life (healthcare); Population; Psychological intervention; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002097672,0.001228141,0.0037324,0.0005819613,0.0006688783,0.0008122478,0.001076303,0.001519499,0.005012838],"category_scores_gemma":[0.002703912,0.0006164578,0.002720164,0.0005949501,0.0009021406,0.0007826146,0.000790561,0.001634538,0.0003631387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009541061,"about_ca_system_score_gemma":0.002018183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004855514,"about_ca_topic_score_gemma":0.007153856,"domain_scores_codex":[0.9989462,0.0004407149,0.00009537293,0.0002599794,0.000112049,0.0001456622],"domain_scores_gemma":[0.9987373,0.0003515838,0.0003167711,0.0001121823,0.000121846,0.0003603034],"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":[0.9743536,0.009209363,0.001534606,0.001752415,0.002693622,0.00001980952,0.00007105486,0.0002414772,0.0005481648,0.00007308072,0.0004294046,0.009073488],"study_design_scores_gemma":[0.9511563,0.03962905,0.006583969,0.0001547225,0.001600337,0.00001268953,0.00003463907,0.0004021878,0.0001339138,0.00006956869,0.0002082854,0.00001433625],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988692,0.003067962,0.0003079553,0.0002558804,0.0002050347,0.006070298,0.0006068883,0.00007147857,0.0007223542],"genre_scores_gemma":[0.9796128,0.001849099,0.002230015,0.000443531,0.0002306638,0.01379165,0.0006188279,0.00001081247,0.001212629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005012838,"threshold_uncertainty_score":0.01676965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03111398474226588,"score_gpt":0.3725223320119643,"score_spread":0.3414083472696984,"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."}}