{"id":"W2160514292","doi":"10.1093/ndt/gfq643","title":"A composite score of protein-energy nutritional status predicts mortality in haemodialysis patients no better than its individual components","year":2010,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Hemodialysis; Internal medicine; Kidney disease; Intensive care medicine","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":[0.002029739,0.0005734379,0.0006287235,0.0008018562,0.0002673158,0.0006797499,0.0003363122,0.0004357039,0.001187327],"category_scores_gemma":[0.004083039,0.0001282385,0.000654979,0.0009387013,0.0003792613,0.000429653,0.0008077864,0.0006567032,0.000219958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000230751,"about_ca_system_score_gemma":0.0002947735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103739,"about_ca_topic_score_gemma":0.001349083,"domain_scores_codex":[0.9994537,0.0002048398,0.00006325303,0.0001098569,0.0001223384,0.00004600475],"domain_scores_gemma":[0.9965472,0.001186056,0.001205807,0.0002122096,0.0003627861,0.0004859412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004332171,0.00001203962,0.9979059,0.00001458057,0.0001134521,0.00001173796,0.00001176913,0.0001022195,0.0001160497,0.00000775255,0.00004468958,0.001226606],"study_design_scores_gemma":[0.00001595296,0.0002596522,0.9975102,0.000007240134,0.0001214719,0.0001399504,0.00003564202,0.00161399,0.0001134797,0.00007410419,0.0001028369,0.000005472818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985139,0.0003777069,0.000418763,0.00003652162,0.000009418008,0.000006144268,0.000324112,0.000008612846,0.000304833],"genre_scores_gemma":[0.9992298,0.00006559616,0.000274419,0.000007741462,0.000009230207,0.000003737345,0.000350409,0.000001705849,0.00005747447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002029739,"threshold_uncertainty_score":0.01073438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577283861195197,"score_gpt":0.2413077050807958,"score_spread":0.2255348664688438,"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."}}