{"id":"W2768324371","doi":"10.3747/pdi.2017.00134","title":"Peritoneal Dialysis in Orthotopic Liver Transplantation Recipients","year":2017,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Peritoneal dialysis; Dialysis; Surgery; Hemodialysis; Liver transplantation; Transplantation; Peritonitis; Retrospective cohort study; Liver disease; Hepatitis C; Renal replacement therapy; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001582216,0.0002192289,0.0003995456,0.0003322596,0.000238799,0.0001672055,0.0003030216,0.0001161005,0.0009959709],"category_scores_gemma":[0.00007712114,0.0001973206,0.0003195488,0.0001056748,0.00009937015,0.0003918597,0.00003183671,0.0001805362,0.0001299862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789949,"about_ca_system_score_gemma":0.00005487532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001290334,"about_ca_topic_score_gemma":0.0008988649,"domain_scores_codex":[0.9981775,0.00004854358,0.0004706859,0.0004321031,0.0006183362,0.0002528746],"domain_scores_gemma":[0.9990653,0.00005786473,0.0001948651,0.000403918,0.0001362389,0.0001417749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006013601,0.0004484334,0.9806531,0.00008473608,0.0004875142,0.001159787,0.001144733,0.00004959531,0.001064834,0.0003369634,0.00001834818,0.01395056],"study_design_scores_gemma":[0.003423788,0.0000652201,0.9913182,0.0001776675,0.0003568671,0.0001096368,0.00003267975,0.001633313,0.001729506,0.00005000562,0.0009201516,0.0001829942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804479,0.00005933874,0.000311013,0.001121399,0.0008850523,0.0002692667,0.0001152968,0.00003608952,0.01675468],"genre_scores_gemma":[0.9935035,0.001558734,0.001245023,0.0001861369,0.0003598765,0.00008519956,0.0006925359,0.00002240399,0.002346586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01440809,"threshold_uncertainty_score":0.9999173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739656318165117,"score_gpt":0.3272055294483691,"score_spread":0.2998089662667179,"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."}}