{"id":"W2102907788","doi":"10.1177/089686080302300211","title":"Combined Peritoneal Dialysis and Hemodialysis: Our Experience Compared to Others","year":2003,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Peritoneal dialysis; Hemodialysis; Reimbursement; Dialysis; Renal replacement therapy; Internal medicine; Surgery; Intensive care medicine; Health care","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000433921,0.0004217557,0.0008713661,0.0006851365,0.0002282754,0.0002828562,0.000345773,0.0001092356,0.0008379283],"category_scores_gemma":[0.0004252241,0.0003797894,0.0005601482,0.0007683158,0.0001190839,0.0002011988,0.0001738032,0.0001790959,0.0001651753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002167417,"about_ca_system_score_gemma":0.000084142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002605247,"about_ca_topic_score_gemma":0.00007554602,"domain_scores_codex":[0.9965492,0.0001758148,0.0007372315,0.000909976,0.001140126,0.0004876297],"domain_scores_gemma":[0.9982572,0.00005959318,0.0001760054,0.0005760196,0.0002472347,0.0006839869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007104594,0.01124808,0.6586217,0.0004554524,0.02391028,0.001090255,0.04543991,0.00459275,0.1053306,0.02554817,0.034498,0.08216026],"study_design_scores_gemma":[0.0240699,0.001298603,0.5285096,0.0005945782,0.009929677,0.0001544064,0.04543339,0.03456559,0.02616078,0.001193744,0.3230441,0.00504567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743105,0.000168515,0.001633842,0.004536185,0.0009076966,0.0005565727,0.00005045464,0.0001229756,0.01771325],"genre_scores_gemma":[0.991834,0.0001056867,0.00289354,0.001842297,0.0004437961,0.000272058,0.0001747289,0.00004888441,0.002384942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2885461,"threshold_uncertainty_score":0.9998654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01859370568657075,"score_gpt":0.2978716766531931,"score_spread":0.2792779709666223,"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."}}