{"id":"W2188461957","doi":"10.1177/089686080102100413","title":"Late Renal Transplant Failure: An Adverse Prognostic Factor at Initiation of Peritoneal Dialysis","year":2001,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University Health Network","funders":"","keywords":"Medicine; Peritoneal dialysis; Dialysis; Transplantation; Cohort; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001168882,0.0002832152,0.0005154682,0.0003724546,0.000121963,0.00003123834,0.0001858086,0.0001360517,0.002571094],"category_scores_gemma":[0.000050428,0.0002438946,0.0004434561,0.0003108356,0.0001064834,0.0003519207,0.00002478263,0.0001511805,0.00007798991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002063313,"about_ca_system_score_gemma":0.00007653639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002174919,"about_ca_topic_score_gemma":0.0004371355,"domain_scores_codex":[0.9976352,0.00009063803,0.0006892016,0.000443822,0.0008622578,0.0002788307],"domain_scores_gemma":[0.998857,0.0001150053,0.0002434492,0.0002607802,0.0002830272,0.0002407485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001401362,0.0008791554,0.9574905,0.00007331532,0.001490422,0.000435865,0.002619946,0.0004318753,0.03273466,0.0001381383,0.00001794427,0.002286786],"study_design_scores_gemma":[0.004589528,0.0004270343,0.9732584,0.0002256162,0.001336532,0.000317261,0.0001008337,0.004677339,0.0129997,0.00004368471,0.001665919,0.0003581945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957185,0.00003790027,0.0007670865,0.0006685816,0.0003053761,0.0003184369,0.0005424262,0.00006777757,0.001573927],"genre_scores_gemma":[0.9935276,0.0003165571,0.001374328,0.0001329126,0.0003545044,0.0000659624,0.003268946,0.0000327574,0.0009264314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01973496,"threshold_uncertainty_score":0.9983407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0237968567645967,"score_gpt":0.296542288188253,"score_spread":0.2727454314236563,"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."}}