{"id":"W2048134548","doi":"10.1159/000096405","title":"The 2006 K/DOQI Guidelines for Peritoneal Dialysis Adequacy Are Not Adequate","year":2006,"lang":"en","type":"article","venue":"Blood Purification","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peritoneal dialysis; Medicine; Intensive care medicine; Dialysis; Urology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02545819,0.0005276566,0.001741754,0.001660377,0.001357508,0.002796796,0.003419566,0.003057442,0.002527],"category_scores_gemma":[0.08360504,0.0004339085,0.001715203,0.002618703,0.001710613,0.002351611,0.002325663,0.007340085,0.002082431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002878622,"about_ca_system_score_gemma":0.01212329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0163357,"about_ca_topic_score_gemma":0.02322447,"domain_scores_codex":[0.9730158,0.005538379,0.008993065,0.0006847939,0.01079781,0.0009700633],"domain_scores_gemma":[0.8996297,0.02381349,0.01548427,0.00468804,0.0517401,0.004644434],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003559674,0.0001775853,0.02246765,0.002339463,0.000331875,0.0002109936,0.0007247779,0.0007945293,0.0009704379,0.03157776,0.7320299,0.2080191],"study_design_scores_gemma":[0.0002291955,0.0002745718,0.05218665,0.006097497,0.0003240131,0.001232748,0.001024808,0.001524383,0.001468952,0.0224741,0.9129803,0.0001827808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02248634,0.1027939,0.05289273,0.6894535,0.03647335,0.0009720918,0.006106634,0.00122659,0.08759502],"genre_scores_gemma":[0.3195671,0.04793122,0.2009472,0.3925245,0.01164564,0.001900356,0.009814749,0.001061628,0.01460755],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9745418,"threshold_uncertainty_score":0.1346374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0450353238757577,"score_gpt":0.3092383903410277,"score_spread":0.26420306646527,"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."}}