{"id":"W4407797088","doi":"10.1186/s12913-025-12378-5","title":"Readiness for scale up following effectiveness-implementation trial: results of scalability assessment of the Community Partnership Program for diabetes self-management for older adults with multiple chronic conditions","year":2025,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Diabetes Canada; Toronto General Hospital; Government of Prince Edward Island; The Scarborough Hospital; Health PEI; University of Prince Edward Island; University of Alberta; McMaster University","funders":"Fonds de Recherche du Québec - Santé; McMaster Institute for Research on Aging, McMaster University; Diabetes Action Research and Education Foundation; Canadian Institutes of Health Research; Department of Health, Western Cape Government; Healthcare Excellence Canada; McMaster University","keywords":"Medicine; Health informatics; Health administration; Nursing research; Scale (ratio); Diabetes mellitus; General partnership; Public health; Multiple Chronic Conditions; Diabetes management; Gerontology; Nursing; Family medicine; Chronic disease; Type 2 diabetes","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06961209,0.001151995,0.002188455,0.0008608433,0.001455987,0.001850263,0.001265257,0.001844144,0.005138739],"category_scores_gemma":[0.1068131,0.000440355,0.004057208,0.001280203,0.001742074,0.003237546,0.002502549,0.003007521,0.0005160369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004298573,"about_ca_system_score_gemma":0.01771642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01388765,"about_ca_topic_score_gemma":0.0146329,"domain_scores_codex":[0.9432031,0.04502766,0.003172967,0.00193496,0.004478533,0.002182656],"domain_scores_gemma":[0.947249,0.0281728,0.006158724,0.005289743,0.008919965,0.004209746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.3104876,0.08650591,0.02454182,0.01117845,0.007353072,0.0002799513,0.006327682,0.002720334,0.001860025,0.002658383,0.01115193,0.5349349],"study_design_scores_gemma":[0.4014333,0.3951684,0.1634234,0.005840507,0.007463234,0.0001733204,0.004115483,0.00372015,0.00282212,0.002272379,0.01327384,0.0002938408],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.865161,0.002857965,0.004793815,0.003660863,0.0006951514,0.1091307,0.00276133,0.0004179371,0.01052124],"genre_scores_gemma":[0.9002355,0.001312571,0.02309995,0.001340684,0.0001869186,0.07089093,0.00121707,0.00006772359,0.001648634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06961209,"threshold_uncertainty_score":0.3681483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05094218493393721,"score_gpt":0.4935553282186035,"score_spread":0.4426131432846663,"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."}}