{"id":"W4406844946","doi":"10.1016/j.ekir.2024.11.537","title":"WCN25-1654 SOCIOECONOMIC DISPARITIES AND SUBOPTIMAL LIPID MANAGEMENT IN PRE-DIALYSIS CHRONIC KIDNEY DISEASE PATIENTS: AN OBSERVATIONAL SINGLE CENTRE STUDY","year":2025,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Socioeconomic status; Kidney disease; Dialysis; Intensive care medicine; Internal medicine; Environmental health; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001128166,0.0006214455,0.0009667838,0.0007310131,0.001470542,0.001427307,0.0008442195,0.001168272,0.004748266],"category_scores_gemma":[0.001690094,0.00108599,0.000906989,0.002339993,0.0004494232,0.0009629913,0.001084523,0.001326672,0.002121166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009769519,"about_ca_system_score_gemma":0.001527641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01987781,"about_ca_topic_score_gemma":0.03034895,"domain_scores_codex":[0.999119,0.0002057284,0.0001363689,0.0002465957,0.0001200146,0.0001722162],"domain_scores_gemma":[0.9985344,0.0001108556,0.0004633638,0.0002440987,0.0001928972,0.0004542693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00191243,0.0009508315,0.9930241,0.0001179254,0.0002892107,0.000267193,0.0003459445,0.00005240829,0.0004915316,0.00006355358,0.001353899,0.001130946],"study_design_scores_gemma":[0.0007828417,0.00114002,0.9949249,0.00008440451,0.0001956512,0.0003533334,0.0005815772,0.0002514147,0.00006021348,0.00007139338,0.001525626,0.00002858821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992245,0.0002905438,0.0002724985,0.00009781946,0.00002695891,0.0005862192,0.005321602,0.00001276161,0.001146625],"genre_scores_gemma":[0.9918589,0.0001874988,0.0005409834,0.0005372881,0.00006232524,0.00106188,0.004704946,0.00001435693,0.001031865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01987781,"threshold_uncertainty_score":0.03952426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518770202825892,"score_gpt":0.2823501199235935,"score_spread":0.2671624178953346,"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."}}