{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008814957,0.0005050987,0.0007715843,0.0001601359,0.0002579452,0.00006940519,0.0001937419,0.0001750667,0.0001790872],"category_scores_gemma":[0.0002893797,0.0003809705,0.00024085,0.0002738992,0.0002569036,0.0005483262,0.00003514604,0.0007229688,0.0001329071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003049228,"about_ca_system_score_gemma":0.0004942958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004626002,"about_ca_topic_score_gemma":0.00002519866,"domain_scores_codex":[0.9956152,0.0002391645,0.001327959,0.000949717,0.001110188,0.0007577288],"domain_scores_gemma":[0.9939502,0.001181072,0.0004642616,0.0006159035,0.0001647636,0.003623835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01742335,0.001835118,0.9558554,0.0009357097,0.001443648,0.001881401,0.00008449882,0.00001084219,0.000004825684,0.0001681498,0.0006451659,0.01971187],"study_design_scores_gemma":[0.02292244,0.001647016,0.8879408,0.002299498,0.00632258,0.0000172141,0.000008119665,0.00009210442,0.00001764993,0.00002083111,0.07831554,0.0003961771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9369771,0.002880225,0.02135315,0.0149219,0.001660421,0.007448426,0.003604346,0.0005260483,0.01062831],"genre_scores_gemma":[0.9874395,0.002127443,0.002525,0.00356531,0.0007049899,0.00003818655,0.002991572,0.00007507247,0.0005329932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07767037,"threshold_uncertainty_score":0.9998642,"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."}}