{"id":"W1993673397","doi":"10.1046/j.1523-1755.2000.07417.x","title":"Comorbidities and their impact on outcome in patients with end-stage renal disease","year":2000,"lang":"en","type":"article","venue":"Kidney International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"","keywords":"End stage renal disease; Medicine; Stage (stratigraphy); Outcome (game theory); Disease; Intensive care medicine; Internal medicine; Biology; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005681275,0.0001244115,0.0001444836,0.0001348553,0.00002173603,0.00003345162,0.00006370466,0.00001526882,0.004745716],"category_scores_gemma":[0.00003393304,0.00006787803,0.00007050592,0.00005333124,0.00004560164,0.000067067,0.00001943187,0.00007193018,0.00003778111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007652977,"about_ca_system_score_gemma":0.00004441279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004404865,"about_ca_topic_score_gemma":0.00000296392,"domain_scores_codex":[0.9992621,0.00001743842,0.0001518631,0.0001657228,0.0002893652,0.0001135125],"domain_scores_gemma":[0.9995135,0.00001816734,0.00003216391,0.0001208101,0.0000250784,0.0002902941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001781184,0.0006694155,0.9851958,0.0000195808,0.0002444671,0.00004700802,0.0001081492,0.000099496,0.000003808912,0.0005628254,0.004983412,0.006284845],"study_design_scores_gemma":[0.002349555,0.0001676313,0.9808528,0.0001094508,0.0000331233,3.877926e-7,0.00001486999,0.0004630056,0.000008797514,0.00005667176,0.01586052,0.00008312236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824758,0.00001054056,0.000008121679,0.002080762,0.00006135961,0.0001699487,0.0004472949,0.00001574172,0.0147305],"genre_scores_gemma":[0.9920669,0.00001197692,0.00002420141,0.002093585,0.00006882766,0.00001247666,0.0006706897,0.000009952754,0.005041456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01087711,"threshold_uncertainty_score":0.9961641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137701150047653,"score_gpt":0.268054431983813,"score_spread":0.2566774204833365,"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."}}