{"id":"W4406843501","doi":"10.1016/j.ekir.2024.11.1180","title":"WCN25-3213 PATIENT-PROVIDER RELATIONSHIPS AND TRUST IS A PREDICTOR OF CLINICAL OUTCOMES IN PERITONEAL DIALYSIS PATIENTS FROM RURAL AND INDIGENOUS COMMUNITIES","year":2025,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Medicine; Indigenous; Peritoneal dialysis; Intensive care medicine; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004787543,0.0001427802,0.0001988719,0.0006184472,0.001493348,0.0008785014,0.0004342139,0.0002674405,0.002635356],"category_scores_gemma":[0.003119085,0.0001620639,0.0002253194,0.001020606,0.0004151226,0.0002967731,0.0008837386,0.0008564799,0.000197033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001794276,"about_ca_system_score_gemma":0.002737089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3180953,"about_ca_topic_score_gemma":0.3949672,"domain_scores_codex":[0.9994856,0.00009338786,0.00005230458,0.00005906324,0.0001184381,0.0001912056],"domain_scores_gemma":[0.9972835,0.0002044543,0.00127471,0.00007862916,0.0003506084,0.0008081312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001526465,0.00002600614,0.9989856,0.000004987858,0.000008894948,0.00004461595,0.0002272227,0.000007977699,0.0000231957,0.000009131461,0.0001323208,0.0005147849],"study_design_scores_gemma":[0.000002375618,0.00002221291,0.9979331,0.00001569196,0.000006861737,0.00009979529,0.001616555,0.00004754168,0.0000124849,0.00001134021,0.0002294466,0.000002387435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988325,0.00006562451,0.00001769714,0.0001141379,0.000004754051,0.000009958927,0.0001929687,9.82223e-7,0.000761343],"genre_scores_gemma":[0.999564,0.00004542399,0.00002537826,0.00003528352,0.000004610257,0.000008883612,0.0001172156,8.205674e-7,0.0001982873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3180953,"threshold_uncertainty_score":0.6324877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03409548358048747,"score_gpt":0.337087413177963,"score_spread":0.3029919295974755,"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."}}