{"id":"W2326881300","doi":"10.5414/cnp60373","title":"Peritoneal dialysis in a nursing home: limited survival expectations","year":2003,"lang":"en","type":"letter","venue":"Clinical Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Peritoneal dialysis; Intensive care medicine; Home dialysis; Nursing; Dialysis; Urology; 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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0005525477,0.0003945664,0.001784408,0.0006365675,0.00006702376,0.0000352805,0.0002225538,0.00147675,0.0007812493],"category_scores_gemma":[0.0005637625,0.0003410852,0.001007782,0.0006394418,0.0005852925,0.00003355529,0.00006527102,0.002306227,0.0003170786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001282348,"about_ca_system_score_gemma":0.000197929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002299925,"about_ca_topic_score_gemma":0.00003104632,"domain_scores_codex":[0.9954183,0.001155977,0.001411354,0.0009367294,0.0004194198,0.0006582103],"domain_scores_gemma":[0.9976178,0.001000653,0.0002905743,0.0007583049,0.0001181439,0.0002145633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002653151,0.001087734,0.006108483,0.00008551913,0.000690627,0.002342256,0.0001348551,0.000006138627,0.000006415383,0.0001001259,0.9800315,0.009140985],"study_design_scores_gemma":[0.003463429,0.0005057307,0.06729394,0.0001980108,0.002679633,0.00002355053,0.0001911685,0.0002517293,5.984371e-7,0.0007037008,0.924201,0.0004875169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06920601,0.0008828366,0.0001450681,0.912612,0.002514797,0.000795087,0.00003332393,0.00009604716,0.01371485],"genre_scores_gemma":[0.02408865,0.0004693574,0.0006361115,0.9633033,0.006824389,0.0001474556,0.001552965,0.000101396,0.0028764],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06118546,"threshold_uncertainty_score":0.9999955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04264352805005454,"score_gpt":0.3682484068204614,"score_spread":0.3256048787704068,"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."}}