{"id":"W4210323868","doi":"10.1186/s12877-021-02651-7","title":"The Aging, Community and Health Research Unit Community Partnership Program (ACHRU-CPP) for older adults with diabetes and multiple chronic conditions: study protocol for a randomized controlled trial","year":2022,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Diabetes Management and Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; University of Alberta; University of Prince Edward Island; Université Laval; 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; Diabetes Action Canada; McMaster University","keywords":"Medicine; Randomized controlled trial; Psychological intervention; Quality of life (healthcare); Intervention (counseling); Mental health; Diabetes mellitus; Physical therapy; Gerontology; Family medicine; Nursing; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02374467,0.0001964321,0.0008594489,0.0002140074,0.004215978,0.0002058256,0.0002232787,0.00003775405,0.00001211428],"category_scores_gemma":[0.00236855,0.0001266994,0.0001233313,0.0004231306,0.0002905036,0.00008148826,0.0002218153,0.000734475,2.964456e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001650765,"about_ca_system_score_gemma":0.0005599604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002067067,"about_ca_topic_score_gemma":0.0005544558,"domain_scores_codex":[0.9926195,0.005645053,0.0005674189,0.0002145952,0.0004101381,0.000543315],"domain_scores_gemma":[0.987717,0.01085459,0.0003719356,0.0005383046,0.0003748335,0.0001433787],"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":[0.9490409,0.007467078,0.01907345,0.002951168,0.0004531052,2.333538e-7,0.009954616,0.00001304776,8.396854e-7,0.0002099661,0.005307714,0.005527888],"study_design_scores_gemma":[0.9446589,0.01276941,0.004946088,0.00009869646,0.00029057,4.442319e-7,0.02874466,0.004318464,0.000001855385,0.0003309396,0.003705021,0.0001348926],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.5028718,0.0001285697,0.00002883299,0.0006254348,0.0000607403,0.4961729,0.000009432411,0.00005752096,0.00004478478],"genre_scores_gemma":[0.4561331,0.00000477301,0.0002342927,0.00005449618,0.0001116565,0.5430611,0.0001283421,0.00002075085,0.0002514238],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.04688824,"threshold_uncertainty_score":0.9970804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1685546597680625,"score_gpt":0.4590477950406432,"score_spread":0.2904931352725807,"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."}}