{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001816733,0.000139269,0.0004278366,0.00006707977,0.00003971808,0.00001123667,0.00008109995,0.00006550139,0.0001573676],"category_scores_gemma":[0.00015666,0.00008163517,0.0001459529,0.0001253973,0.0001690105,0.00004282151,0.0001407947,0.00009043435,0.0000279297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000987494,"about_ca_system_score_gemma":0.00003436118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002219944,"about_ca_topic_score_gemma":0.00007617996,"domain_scores_codex":[0.9986709,0.0001287729,0.000447125,0.0003480087,0.000219392,0.0001857547],"domain_scores_gemma":[0.9987379,0.000361751,0.0002298835,0.000536581,0.00005101989,0.00008286098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008696468,0.0009293671,0.8962548,0.0002076818,0.002595881,0.0001569085,0.002938773,0.0001762226,0.04754208,0.001042944,0.007013624,0.03244523],"study_design_scores_gemma":[0.003563022,0.0004791313,0.9564589,0.00004774334,0.001249324,0.00001173416,0.001451169,0.0003476787,0.0008004994,0.0001870611,0.03526426,0.000139493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948658,0.0009693465,0.00003429499,0.001272761,0.0001638459,0.0004716933,0.00007514883,0.00002345254,0.002123628],"genre_scores_gemma":[0.9976336,0.0002499043,0.0003925848,0.001058672,0.0001170319,0.00001743191,0.0001658538,0.00001295335,0.000351916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06020407,"threshold_uncertainty_score":0.3328986,"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."}}