{"id":"W2935845119","doi":"10.1186/s12882-019-1304-3","title":"Patient-reported advantages and disadvantages of peritoneal dialysis: results from the PDOPPS","year":2019,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Medical Research Council; European Renal Association-European Dialysis and Transplant Association; National Science and Technology Development Agency; Kyowa Hakko Kirin; Institut National de la Santé et de la Recherche Médicale; National Institutes of Health; Kidney Research UK; National Institute for Health and Care Research; National Research Council of Thailand; King Chulalongkorn Memorial Hospital; Patient-Centered Outcomes Research Institute; Chulalongkorn University; Baxter International; National Health and Medical Research Council; Baxter Healthcare Corporation; Fresenius Medical Care North America; AstraZeneca; Cancer Care Ontario; National Institute of Diabetes and Digestive and Kidney Diseases; Amgen","keywords":"Medicine; Peritoneal dialysis; Hazard ratio; Logistic regression; Cohort; Quality of life (healthcare); Proportional hazards model; Internal medicine; Confidence interval; Ordered logit; Depression (economics); Hemodialysis; Disadvantage; Dialysis; Nephrology; Perception; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001869861,0.0002530811,0.000290154,0.0008720568,0.0003789111,0.0008085326,0.0003758497,0.0003981924,0.001544554],"category_scores_gemma":[0.00729814,0.0001715783,0.0008775205,0.001021849,0.0002521088,0.0007445468,0.001497659,0.0006317547,0.0002576554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003976249,"about_ca_system_score_gemma":0.0004690031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004915537,"about_ca_topic_score_gemma":0.004729148,"domain_scores_codex":[0.9990661,0.0002260032,0.0001579785,0.0001435642,0.0002787825,0.0001277018],"domain_scores_gemma":[0.9946425,0.001062984,0.002648471,0.0002250152,0.0007639329,0.0006569775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008099792,0.00002819102,0.9982585,0.00001431193,0.00004860837,0.00001607904,0.0001127428,0.00002891165,0.00001895382,0.000006514368,0.0001180911,0.001268252],"study_design_scores_gemma":[0.000007928774,0.00007107689,0.9990832,0.00001010288,0.00002450834,0.00008515362,0.0003355047,0.00009393432,0.00002128465,0.00001244489,0.0002508965,0.000003993862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997558,0.0001242602,0.00007038873,0.00007351673,0.000005635516,0.00002271089,0.001514247,0.000003186305,0.0006281335],"genre_scores_gemma":[0.9984846,0.00009484632,0.00009521963,0.00003682843,0.000009231525,0.00002846041,0.001107456,0.000002566653,0.0001408587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004915537,"threshold_uncertainty_score":0.009888887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136735840042301,"score_gpt":0.2554662268500407,"score_spread":0.2440988684496176,"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."}}