{"id":"W2010409176","doi":"10.1111/j.1542-4758.2008.00239.x","title":"Dialysis adequacy and nutritional status of hemodialysis patients","year":2008,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Dialysis adequacy; Dialysis; Intensive care medicine; Emergency medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004824196,0.0001440618,0.0003296454,0.0008149205,0.0003529552,0.0004227603,0.000140955,0.0003329072,0.001232744],"category_scores_gemma":[0.002697224,0.0001215935,0.0001808725,0.0006491832,0.0002230235,0.000377904,0.0003308951,0.0003368306,0.0001837714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000154524,"about_ca_system_score_gemma":0.0001485576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001207562,"about_ca_topic_score_gemma":0.001185339,"domain_scores_codex":[0.9995838,0.0001267249,0.00007236227,0.0000615424,0.0000930441,0.00006260927],"domain_scores_gemma":[0.9988824,0.0002870503,0.0003635681,0.00006200976,0.0001389218,0.000266037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001355778,0.00003690788,0.9985851,0.000005097795,0.00002074467,0.00007206297,0.00005421637,0.00002412019,0.0001511197,0.00001019632,0.00002794985,0.0008768816],"study_design_scores_gemma":[0.000005436287,0.0002247502,0.9988881,0.000003358891,0.000009804176,0.0004822187,0.0001054006,0.0001161875,0.00003559465,0.00001567937,0.0001105671,0.000002836076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994041,0.0001817967,0.00004754683,0.00001607215,0.000002591102,0.000003933799,0.0000878405,0.000001417201,0.0002546983],"genre_scores_gemma":[0.9997651,0.00004597079,0.00003697836,0.00001218524,0.000005956882,0.000004922953,0.00007983305,5.914305e-7,0.00004846568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001232744,"threshold_uncertainty_score":0.004123926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01678573131928692,"score_gpt":0.258428360030572,"score_spread":0.241642628711285,"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."}}