{"id":"W4409750730","doi":"10.3389/fpubh.2025.1555222","title":"Study protocol for the randomized controlled trial of EMBOLDEN: a multifaceted intervention aimed at Enhancing physical and community MoBility in OLDEr adults with health inequities using commuNity co-design","year":2025,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; St. Joseph’s Healthcare Hamilton; Impact; University of Waterloo; McMaster University","funders":"Canadian Institutes of Health Research; Ministry of Colleges and Universities; Public Health Agency; Public Health Agency of Canada; McMaster University","keywords":"Randomized controlled trial; Medicine; Intervention (counseling); Protocol (science); Gerontology; Research design; Nursing; Alternative medicine; Sociology; Internal medicine; Pathology","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":[0.05477357,0.009310751,0.01484162,0.004210956,0.005836161,0.007570664,0.004563848,0.01103119,0.1879136],"category_scores_gemma":[0.06512042,0.005897294,0.007730949,0.005512627,0.005065653,0.005716766,0.00302854,0.0167216,0.03196701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008509247,"about_ca_system_score_gemma":0.02675305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003955749,"about_ca_topic_score_gemma":0.007401433,"domain_scores_codex":[0.9560201,0.02656987,0.005448827,0.004179269,0.004407557,0.003374423],"domain_scores_gemma":[0.9721933,0.008669618,0.004608122,0.003749073,0.006726098,0.004053832],"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":[0.7085469,0.01163107,0.001276613,0.06761742,0.004051041,0.0005633248,0.001065144,0.002458554,0.002379122,0.02109908,0.09982137,0.07949038],"study_design_scores_gemma":[0.8602026,0.01209644,0.001604628,0.01165669,0.001368271,0.0001181702,0.0002080693,0.00262043,0.0009862585,0.006656372,0.1023043,0.0001777672],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002628659,0.0001815323,0.001146093,0.0001714681,0.0004354395,0.9957876,0.001389563,0.00008123854,0.0005442752],"genre_scores_gemma":[0.0002849619,0.00005458588,0.001171137,0.00009799649,0.00003573673,0.9979913,0.0001224536,0.000005458679,0.000236308],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1879136,"threshold_uncertainty_score":0.6286335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.131267705155816,"score_gpt":0.490645464122851,"score_spread":0.3593777589670351,"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."}}