{"id":"W4213374416","doi":"10.1016/j.ekir.2022.01.872","title":"POS-835 ORAL HEALTH-RELATED QUALITY OF LIFE (OHRQoL), A PROXY OF POOR OUTCOMES IN PATIENTS ON PERITONEAL DIALYSIS","year":2022,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Peritoneal dialysis; Proxy (statistics); Quality of life (healthcare); Intensive care medicine; Dialysis; Internal medicine; Nursing; Statistics","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":[],"consensus_categories":[],"category_scores_codex":[0.001270535,0.0001499535,0.001143067,0.0003186213,0.00004076193,0.000005738088,0.0001006433,0.0000560259,0.0007013878],"category_scores_gemma":[0.004202357,0.0001281201,0.0005557149,0.0002539951,0.00005575578,0.00004953391,0.00008540243,0.0002260864,0.000002666652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002771601,"about_ca_system_score_gemma":0.0005118504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002119643,"about_ca_topic_score_gemma":0.00001617646,"domain_scores_codex":[0.9961505,0.0002600536,0.001669391,0.0003040517,0.001432871,0.0001831592],"domain_scores_gemma":[0.9980852,0.0002597552,0.0008963199,0.0002823999,0.0002064793,0.0002698521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008001449,0.001276428,0.9945241,0.000053998,0.0003473771,0.0001652691,0.0003677857,0.00004148212,0.00005055117,0.001028153,0.0008340984,0.0005106501],"study_design_scores_gemma":[0.002065951,0.0003715378,0.9882964,0.00004170484,0.00003373653,0.00004017339,0.00009975762,0.00004572732,0.00007842273,0.00006475152,0.00875617,0.0001056878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822506,0.00002506536,0.000001567761,0.01062237,0.0006431769,0.0004514925,0.00009021321,0.00002146879,0.005894023],"genre_scores_gemma":[0.9947591,0.000004909168,0.00009015675,0.002425067,0.00002389617,0.00004778391,0.0003863314,0.00001627942,0.00224651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01250844,"threshold_uncertainty_score":0.7679704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02509686346539419,"score_gpt":0.3222833680355179,"score_spread":0.2971865045701237,"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."}}