{"id":"W2036089472","doi":"10.1097/00002480-200105000-00013","title":"Progressive Increases in Peritoneal Dialysis Prescription: Patient Acceptance and Complication Rates","year":2001,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dillon Consulting; Dalhousie University","funders":"American Society of Nephrology","keywords":"Medical prescription; Medicine; Peritoneal dialysis; Dialysis; Hemodialysis; Poisson regression; Complication; Kt/V; Emergency medicine; Intensive care medicine; Surgery; Population; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.0001343686,0.00009290246,0.0001947899,0.0001462539,0.00009538465,0.00009269163,0.00004732281,0.00002683956,0.0002736401],"category_scores_gemma":[0.0000538406,0.00006829004,0.00007169777,0.0002265568,0.00005089664,0.0001396765,0.00003537472,0.0001206258,0.00000900905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000590996,"about_ca_system_score_gemma":0.00002885023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003688458,"about_ca_topic_score_gemma":0.00001405057,"domain_scores_codex":[0.9991338,0.00006506175,0.0002641373,0.0001502998,0.0002368652,0.0001498414],"domain_scores_gemma":[0.9994789,0.00001824538,0.000128724,0.0001135165,0.00009861581,0.0001619373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005203692,0.00103791,0.7956166,0.00004807537,0.0002144166,0.0007389069,0.0004424579,0.00005667855,0.001086546,0.0001850619,0.002767281,0.1972856],"study_design_scores_gemma":[0.0009613534,0.000180805,0.9909906,0.0001578005,0.0001653119,0.0003466686,0.0003697639,0.0003910737,0.0001209879,0.0001481459,0.006077351,0.00009018583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936519,0.003194879,0.0000922378,0.001077715,0.00004580051,0.0001650516,0.000001794109,0.0000110194,0.00175962],"genre_scores_gemma":[0.9981765,0.0007608485,0.0003421014,0.0002962753,0.0002107675,0.0000293059,0.00001630113,0.000007423637,0.0001605386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1971955,"threshold_uncertainty_score":0.2996167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488138249806627,"score_gpt":0.2840850496056899,"score_spread":0.2692036671076236,"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."}}