{"id":"W2597370056","doi":"","title":"Quality of Life in Patients Undergoing Kidney Dialysis","year":2015,"lang":"en","type":"article","venue":"Indian Journal of Positive Psychology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dialysis; Medicine; Peritoneal dialysis; Population; Hemodialysis; Nephrology; Kidney; Weakness; Renal function; Intensive care medicine; Kidney disease; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008390817,0.0001705341,0.0005621869,0.0008281222,0.0008508575,0.001221501,0.0004202935,0.000551442,0.005557122],"category_scores_gemma":[0.005580243,0.0001043048,0.0008892938,0.001683089,0.0002991126,0.001052782,0.001220831,0.001977057,0.000407314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008098315,"about_ca_system_score_gemma":0.0005967865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003290239,"about_ca_topic_score_gemma":0.002926444,"domain_scores_codex":[0.9989858,0.0002142947,0.0001402791,0.00009953605,0.0003438538,0.0002162706],"domain_scores_gemma":[0.9979013,0.0002959055,0.0008362187,0.00004123961,0.0003577628,0.0005676526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001402579,0.000305977,0.9708415,0.0003856188,0.0002131308,0.0002770577,0.0009255863,0.0001392766,0.00009892815,0.0003625498,0.004718467,0.02159171],"study_design_scores_gemma":[0.00002320966,0.0003722225,0.9875179,0.0005325724,0.0001544471,0.001128716,0.002306207,0.0003586712,0.00005531896,0.0007500275,0.006760537,0.00004032078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501814,0.02172514,0.0003329243,0.006060675,0.0004012318,0.0001357588,0.00306261,0.00002238521,0.01807792],"genre_scores_gemma":[0.9941646,0.003247615,0.0002019584,0.0009212428,0.00008303601,0.00004765551,0.0008092693,0.000004037278,0.0005204958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005557122,"threshold_uncertainty_score":0.01859039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03458571043494772,"score_gpt":0.3512641926152312,"score_spread":0.3166784821802835,"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."}}