{"id":"W4290065179","doi":"10.1016/j.ekir.2022.07.008","title":"Oral Health-Related Quality of Life, A Proxy of Poor Outcomes in Patients on Peritoneal Dialysis","year":2022,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"National Health and Medical Research Council; Chulalongkorn University; National Research Council of Thailand; Thailand Research Fund; Thailand Science Research and Innovation; King Chulalongkorn Memorial Hospital","keywords":"Medicine; Peritoneal dialysis; Interquartile range; Hazard ratio; Proportional hazards model; Hemodialysis; Internal medicine; Confidence interval; Quality of life (healthcare); Dialysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001056314,0.0001004204,0.0004513674,0.000265461,0.00006553764,0.000009020148,0.0002097272,0.00006233013,0.003271452],"category_scores_gemma":[0.002341971,0.00009712185,0.0001648921,0.0002077088,0.00007880777,0.00006581429,0.00020906,0.0002869157,0.00001151976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000186673,"about_ca_system_score_gemma":0.0003564777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005558529,"about_ca_topic_score_gemma":0.0003043521,"domain_scores_codex":[0.9973025,0.0003962704,0.00124475,0.0002765968,0.0006072893,0.0001726041],"domain_scores_gemma":[0.9986342,0.00008538384,0.0007626771,0.0002242426,0.0001827895,0.0001106961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003621231,0.0008937006,0.9924319,0.00003097731,0.0001681516,0.00006573369,0.0001702545,0.00003809551,0.0005770286,0.0002177411,0.004689572,0.0003547126],"study_design_scores_gemma":[0.0009584865,0.0002046043,0.995585,0.00001857165,0.000003664994,0.00001651844,0.00004580724,0.00002208743,0.0003593658,0.0001616683,0.002542319,0.0000819376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949825,0.00002104022,0.000001329329,0.0013229,0.001313167,0.0002608679,0.0007437191,0.00001182889,0.001342592],"genre_scores_gemma":[0.9963002,0.000002237487,0.00004592485,0.0003679969,0.00001291057,0.00004077879,0.0007212881,0.000009897787,0.002498728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005254177,"threshold_uncertainty_score":0.9976397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0359435745717167,"score_gpt":0.3573456438487391,"score_spread":0.3214020692770224,"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."}}