{"id":"W4412520511","doi":"10.1016/s1474-4422(25)00201-7","title":"Safety and effectiveness of the Walk ‘n Watch structured, progressive exercise protocol delivered by physical therapists for inpatient stroke rehabilitation in Canada: a phase 3, multisite, pragmatic, stepped-wedge, cluster-randomised controlled trial","year":2025,"lang":"en","type":"article","venue":"The Lancet Neurology","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Bruyère; BC Centre for Disease Control; University of Saskatchewan; Glenrose Rehabilitation Hospital; University of Calgary; Université de Sherbrooke; Western University; University of Toronto; University Health Network; Vancouver Coastal Health; GF Strong Rehabilitation Centre; Centre for Interdisciplinary Research in Rehabilitation; Parkwood Institute; Lawson Health Research Institute","funders":"Fonds de Recherche du Québec - Santé; Canada Research Chairs; Michael Smith Health Research BC; Heart and Stroke Foundation of Canada; University of Calgary; Glenrose Rehabilitation Hospital; Canadian Institutes of Health Research; Sunnybrook Research Institute; Fondation Brain Canada","keywords":"Medicine; Physical therapy; Cluster randomised controlled trial; Rehabilitation; Randomized controlled trial; Stroke (engine); Walk-in; Clinical trial; Intention-to-treat analysis; Physical medicine and rehabilitation; Surgery; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006666001,0.0001859841,0.001089505,0.0000509862,0.0000795521,0.000007439108,0.0001426167,0.00008856171,0.000004797088],"category_scores_gemma":[0.001344341,0.00009546583,0.0001590962,0.0001548512,0.0002158399,0.00003333744,0.00004752925,0.0002571521,8.687926e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173188,"about_ca_system_score_gemma":0.0004071855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003869811,"about_ca_topic_score_gemma":0.007480056,"domain_scores_codex":[0.9972815,0.001464045,0.0005259824,0.0002857885,0.0002011543,0.0002415199],"domain_scores_gemma":[0.991852,0.007321383,0.0002977401,0.0003345604,0.000155234,0.00003912609],"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":[0.9787041,0.0005878302,0.008714325,0.000927125,0.0001319852,0.000001325107,0.0006157886,0.0001157569,0.003905769,0.00006844298,0.0004157284,0.005811827],"study_design_scores_gemma":[0.9335693,0.002974852,0.05408259,0.0002398298,0.0001483624,0.000003316777,0.00008989646,0.006794768,0.001231167,0.0003176319,0.0004605374,0.00008778425],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8056367,0.00005495693,0.00009593488,0.003017867,0.0002479115,0.190805,0.0001056594,0.00000979781,0.00002616236],"genre_scores_gemma":[0.9169246,0.00000613866,0.00006939067,0.0003632652,0.00005921374,0.08252095,0.00001533527,0.00001254378,0.00002856284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1112879,"threshold_uncertainty_score":0.5850022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005269261967364783,"score_gpt":0.295302740730576,"score_spread":0.2900334787632112,"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."}}