{"id":"W4412110245","doi":"10.37526/1526-744x.2025.52.3.265","title":"Nursing Knowledge in the Care of Patients on Hemodialysis Who Are Living with Depression: An Integrative Review","year":2025,"lang":"en","type":"review","venue":"Nephrology Nursing Journal","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"CINAHL; Medicine; Hemodialysis; Depression (economics); Nephrology; MEDLINE; Internal medicine; Intensive care medicine; Nursing; Family medicine; Psychological intervention","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":[0.002623251,0.000792742,0.002929895,0.006473645,0.0005993256,0.002108071,0.001114134,0.001329449,0.002602895],"category_scores_gemma":[0.01160581,0.0004805374,0.0025349,0.005434041,0.0005640773,0.001716687,0.001302022,0.001103402,0.0001755674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001827052,"about_ca_system_score_gemma":0.005430653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005750789,"about_ca_topic_score_gemma":0.01605863,"domain_scores_codex":[0.9982296,0.0007418695,0.0004584333,0.0001132141,0.0003847825,0.00007216066],"domain_scores_gemma":[0.9916671,0.006726122,0.0008483762,0.00006461274,0.0005646316,0.0001292896],"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":[0.0001153495,0.00006764848,0.0007624773,0.7332845,0.002498169,0.0001373213,0.0008537908,0.000129435,0.0001781856,0.000687188,0.002682962,0.2586029],"study_design_scores_gemma":[0.0001106308,0.0002085778,0.006042988,0.9269658,0.01495455,0.0007530793,0.001203068,0.0001270682,0.00013643,0.0006409992,0.04881759,0.00003926947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000481103,0.9990216,0.00003729078,0.0001307327,0.00005664261,0.00003223864,0.00001681478,0.000001338189,0.0002222039],"genre_scores_gemma":[0.003937969,0.9956391,0.0001854462,0.0001171784,0.00002929016,0.00004285719,0.00001494858,5.948073e-7,0.00003266884],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006473645,"threshold_uncertainty_score":0.01387322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908419070386185,"score_gpt":0.352914245257464,"score_spread":0.3338300545536021,"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."}}