{"id":"W2083247288","doi":"10.1159/000105138","title":"Chronic Kidney Disease Management: Comparison between Renal Transplant Recipients and Nontransplant Patients with Chronic Kidney Disease","year":2007,"lang":"en","type":"article","venue":"Nephron Clinical Practice","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Kidney disease; Odds ratio; Internal medicine; Renal function; Nephrology; Dyslipidemia; Confidence interval; Albuminuria; Dialysis; Intensive care medicine; Disease","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":[0.001022782,0.0002471296,0.0005176614,0.0009846723,0.0003731605,0.0006536688,0.0002642353,0.0006681357,0.001811654],"category_scores_gemma":[0.003156602,0.0001837769,0.000654851,0.0008318381,0.0003412505,0.0007041965,0.0006008859,0.000494897,0.000161588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003167738,"about_ca_system_score_gemma":0.0002770702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001292894,"about_ca_topic_score_gemma":0.001581061,"domain_scores_codex":[0.9990664,0.0003055373,0.0001327168,0.0001691962,0.0001718703,0.0001543952],"domain_scores_gemma":[0.9976791,0.0005925829,0.001005327,0.00004946344,0.0001211401,0.0005523961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004796475,0.0001193474,0.9980029,0.00002455658,0.0001231147,0.00004920235,0.00007469777,0.00003298432,0.00009613528,0.00001371043,0.00003766687,0.0009458971],"study_design_scores_gemma":[0.00003575753,0.0007104052,0.998399,0.000009897599,0.00004987846,0.0002371847,0.000305025,0.0001507217,0.0000230951,0.00002055359,0.00005509634,0.00000337798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994031,0.0002996915,0.00002406194,0.00003174186,0.000006708404,0.000005893759,0.00004939431,8.137146e-7,0.0001786258],"genre_scores_gemma":[0.9996942,0.00009165741,0.00001906222,0.00002491774,0.00001844313,0.000005837993,0.0001119018,5.220346e-7,0.00003334044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001811654,"threshold_uncertainty_score":0.0060606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03268206210069839,"score_gpt":0.365393918286091,"score_spread":0.3327118561853926,"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."}}