{"id":"W2144032762","doi":"10.1159/000334639","title":"Clinical Performance Targets and Quality of Life in Hemodialysis Patients","year":2011,"lang":"en","type":"article","venue":"Blood Purification","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Hemodialysis; Intensive care medicine; Medicine; Quality of life (healthcare); Internal medicine; Nursing","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":[0.0005734799,0.00005652017,0.0002439611,0.00008803196,0.00001383301,0.000002868845,0.00004096125,0.00004275051,0.00003942111],"category_scores_gemma":[0.0001739311,0.00004574932,0.00006371599,0.0001351728,0.00004530261,0.00004748201,0.00001984606,0.00004719826,0.000008381939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000495924,"about_ca_system_score_gemma":0.00002043796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006541436,"about_ca_topic_score_gemma":0.000006797874,"domain_scores_codex":[0.9990037,0.00008210912,0.0005167144,0.0001682217,0.0001549422,0.00007427492],"domain_scores_gemma":[0.9994374,0.00002015102,0.0001702195,0.0002106112,0.00007622836,0.00008540147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001475219,0.001624496,0.9800676,0.0001462421,0.00007433038,2.321227e-7,0.00019538,4.828995e-7,0.0001021575,0.0002100501,0.00002877029,0.01740278],"study_design_scores_gemma":[0.001625494,0.0001077886,0.9972502,0.00002469539,0.0001863944,2.978734e-8,0.00002727831,0.00008966507,0.0005091722,0.00002184382,0.0001094838,0.00004797688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962022,0.0002217552,0.00003200593,0.00004566277,0.00003319162,0.0002165893,0.000003149123,0.000007999227,0.003237489],"genre_scores_gemma":[0.9986594,0.0003685117,0.0007365821,0.00009193939,0.00002558937,0.00001496433,0.0000398985,0.000004357412,0.00005874271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0173548,"threshold_uncertainty_score":0.1865603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06296782680297273,"score_gpt":0.303842577152363,"score_spread":0.2408747503493902,"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."}}