{"id":"W4412867158","doi":"10.1177/20543581251359734","title":"Barriers to, and Facilitators of, Diabetes Self-management in the Dialysis Population: A Narrative Review and Implications for Research","year":2025,"lang":"en","type":"review","venue":"Canadian Journal of Kidney Health and Disease","topic":"Diabetes Management and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Diabetes mellitus; Dialysis; Narrative; Population; Self-management; Intensive care medicine; Diabetic nephropathy; Family medicine; Gerontology; Nursing; Internal medicine; Environmental health; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01176794,0.00100756,0.002869229,0.00601158,0.001518695,0.004543536,0.001664618,0.002648454,0.001886196],"category_scores_gemma":[0.05305716,0.0007052238,0.002553775,0.007948493,0.0016356,0.005297099,0.001884878,0.002164815,0.0002422412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005953732,"about_ca_system_score_gemma":0.01915117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00579929,"about_ca_topic_score_gemma":0.01441568,"domain_scores_codex":[0.9899312,0.005635968,0.002346843,0.0005056447,0.001205536,0.0003747224],"domain_scores_gemma":[0.9405873,0.04871573,0.005825514,0.0003789771,0.003878972,0.0006134484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001805323,0.00005274785,0.002392215,0.8253464,0.001596958,0.001364468,0.02231572,0.0002125836,0.0003158681,0.00666398,0.01386988,0.1256887],"study_design_scores_gemma":[0.00004106341,0.0001031786,0.003205907,0.8833804,0.004017113,0.001791988,0.02071259,0.00009620924,0.0002090268,0.001641048,0.08474424,0.00005730803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002196101,0.9929538,0.0002127227,0.00320768,0.0003297898,0.0001210817,0.00007704474,0.000003839473,0.0008978964],"genre_scores_gemma":[0.02243878,0.9743681,0.0007260806,0.001692569,0.0001746313,0.0003377764,0.00006226506,0.000003503306,0.0001963225],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01176794,"threshold_uncertainty_score":0.06223553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05142630735845671,"score_gpt":0.4245235986827551,"score_spread":0.3730972913242984,"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."}}