{"id":"W1505384261","doi":"10.1111/sdi.12054","title":"Using an Electronic Self‐Management Tool to Support Patients with Chronic Kidney Disease (CKD): A CKD Clinic Self‐Care Model","year":2013,"lang":"en","type":"article","venue":"Seminars in Dialysis","topic":"Diabetes Management and Education","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University Health Network","funders":"Kidney Foundation of Canada","keywords":"Medicine; Kidney disease; Self-management; Disease management; Patient Empowerment; Psychological intervention; Intensive care medicine; Chronic care; Disease; Health care; Patient education; Empowerment; Chronic disease; Physical therapy; Nursing; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002148682,0.0003048131,0.0003959382,0.0005367845,0.0001134966,0.00008386101,0.0002433346,0.00007035506,0.0006085568],"category_scores_gemma":[0.00005522987,0.0002810907,0.0001253329,0.0008624014,0.00002513443,0.0004499351,0.0001323097,0.0001704585,0.0002335339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277274,"about_ca_system_score_gemma":0.0004689289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005410942,"about_ca_topic_score_gemma":0.00004134574,"domain_scores_codex":[0.9975731,0.00005154639,0.0004348671,0.0006594097,0.0005078679,0.0007732525],"domain_scores_gemma":[0.9983455,0.00001829235,0.0001299699,0.0008215393,0.0001684051,0.0005162916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004144101,0.004359393,0.9173295,0.001277501,0.001002789,0.00002257439,0.007029408,0.005153008,0.00006717294,0.00009051771,0.0164751,0.04677858],"study_design_scores_gemma":[0.01795124,0.007702187,0.6927624,0.003471816,0.01499098,0.000001410504,0.005229861,0.2343692,0.0003020118,0.001163301,0.018284,0.003771629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957927,0.000107099,0.000172262,0.0003110327,0.0001178241,0.002011514,0.0000108646,0.0001377284,0.001338976],"genre_scores_gemma":[0.9907894,0.0001118826,0.005765624,0.001179097,0.0001313751,0.0004293601,0.0005920956,0.00006465621,0.0009365093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2292162,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011148199009435,"score_gpt":0.2754220478243296,"score_spread":0.2653105658342352,"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."}}