{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001257814,0.0003142917,0.0004753015,0.0008967026,0.0004707986,0.001585945,0.0002796241,0.0004566514,0.002203943],"category_scores_gemma":[0.00469672,0.0001478152,0.0008043235,0.001246175,0.000342497,0.0005405876,0.0009054715,0.001131727,0.0002313526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000385138,"about_ca_system_score_gemma":0.0004619386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002377372,"about_ca_topic_score_gemma":0.003638427,"domain_scores_codex":[0.9991447,0.0002588007,0.0001713707,0.00007328548,0.0001994362,0.0001524359],"domain_scores_gemma":[0.9969794,0.0005153301,0.001623035,0.0001104629,0.000294565,0.0004773806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008488371,0.00005734614,0.9977882,0.00002033556,0.00008229486,0.00002639985,0.00005740863,0.00002792089,0.00006532723,0.00003171845,0.0001071602,0.001650952],"study_design_scores_gemma":[0.00001060209,0.0001690234,0.9986137,0.00001906233,0.00007901951,0.0001185199,0.0003126218,0.0001805786,0.00006157903,0.00006860896,0.0003602017,0.000006438559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956143,0.0007532198,0.0001181467,0.0002154642,0.00002751424,0.00001632878,0.000673086,0.000004503788,0.002577434],"genre_scores_gemma":[0.9990425,0.0001676187,0.0001041751,0.000071248,0.00002066814,0.000009815862,0.0003823803,9.063053e-7,0.0002006572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002377372,"threshold_uncertainty_score":0.007372916,"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."}}