{"id":"W167698347","doi":"","title":"Substitute treatment and replacement in chronic kidney disease: peritoneal dialysis, hemodialysis and transplant.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dialysis; Hemodialysis; Kidney disease; Peritoneal dialysis; Renal replacement therapy; Intensive care medicine; Hyperkalemia; Nephrology; Transplantation; Renal function; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.001852694,0.0009968218,0.001209785,0.002902088,0.0007590225,0.001328201,0.0006705138,0.002235965,0.009320293],"category_scores_gemma":[0.005901766,0.0002788183,0.0005420974,0.003603832,0.001643982,0.002783968,0.001547873,0.003495327,0.002483849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001199469,"about_ca_system_score_gemma":0.00320357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003771198,"about_ca_topic_score_gemma":0.01057361,"domain_scores_codex":[0.9981184,0.0007715858,0.0002820235,0.0001345607,0.0005712292,0.00012224],"domain_scores_gemma":[0.9976308,0.0007712751,0.000585383,0.000078715,0.000408571,0.0005253378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002366464,0.0001649338,0.01223686,0.002587765,0.00008335972,0.000926054,0.0005652347,0.0002800387,0.0002183097,0.01716279,0.3994683,0.5660697],"study_design_scores_gemma":[0.00008328752,0.000309551,0.03705279,0.004163576,0.0001024806,0.01018594,0.001232574,0.0004538296,0.00008887192,0.01606107,0.9302177,0.00004827111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001241258,0.9433174,0.0004418691,0.03105625,0.01357354,0.00002526111,0.0001504523,0.0000327607,0.01016129],"genre_scores_gemma":[0.02851942,0.8870353,0.002150957,0.02268368,0.04063098,0.000156464,0.0006648955,0.00003030548,0.01812807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009320293,"threshold_uncertainty_score":0.03117949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084518817998232,"score_gpt":0.2271329013443224,"score_spread":0.2162877131643401,"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."}}