{"id":"W2089341196","doi":"10.1038/sj.ki.5000447","title":"Mortality risk for patients receiving hemodiafiltration versus hemodialysis: European results from the DOPPS","year":2006,"lang":"en","type":"article","venue":"Kidney International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":453,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôtel-Dieu de Québec","funders":"Amgen","keywords":"Medicine; Hemodialysis; Dialysis; Proportional hazards model; Renal replacement therapy; Internal medicine; End stage renal disease; Kidney disease; Logistic regression; Surgery","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":[0.001825211,0.0006015988,0.0008860365,0.0006079192,0.0002452897,0.0009383748,0.0004279661,0.0006326272,0.0008189934],"category_scores_gemma":[0.002915014,0.0002133865,0.001429243,0.001306036,0.0003655587,0.0006615896,0.0008284789,0.0006153111,0.0001267539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007511192,"about_ca_system_score_gemma":0.0005922226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005893627,"about_ca_topic_score_gemma":0.003341071,"domain_scores_codex":[0.9991461,0.0003853221,0.00007942135,0.0001641902,0.0001300391,0.0000948518],"domain_scores_gemma":[0.9981665,0.0005891644,0.0006544253,0.0001156765,0.0001443092,0.0003298433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02906669,0.0001606112,0.9543153,0.000121484,0.002492306,0.0001706271,0.0001586829,0.0007267608,0.000669906,0.0001671405,0.0009683118,0.01098213],"study_design_scores_gemma":[0.00073416,0.0005877946,0.9960956,0.00002782551,0.0008689636,0.0002346319,0.0001695211,0.0002942938,0.0002441967,0.00008669129,0.0006429015,0.00001340771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963897,0.001103693,0.000115566,0.0001431814,0.00001829598,0.000007744914,0.00174361,0.000003545775,0.000474787],"genre_scores_gemma":[0.9936784,0.001121023,0.0002235119,0.0001585543,0.00008078824,0.00002646579,0.004353544,0.000009521718,0.0003483137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005893627,"threshold_uncertainty_score":0.01171863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976875177113501,"score_gpt":0.2671236741544427,"score_spread":0.2473549223833076,"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."}}