{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001216437,0.0001515909,0.0002650387,0.0005119074,0.0002663552,0.000652255,0.0001778909,0.0003226324,0.001043006],"category_scores_gemma":[0.004908696,0.00008385823,0.0001910686,0.0007164928,0.000281775,0.0004167,0.0004331188,0.000529399,0.000119358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003143636,"about_ca_system_score_gemma":0.0002968654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009334032,"about_ca_topic_score_gemma":0.0007579492,"domain_scores_codex":[0.9993002,0.0002846787,0.0001018835,0.00006617694,0.000143543,0.000103524],"domain_scores_gemma":[0.9959413,0.0009640458,0.002059169,0.0001081258,0.0003060871,0.0006211992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001160071,0.00004912738,0.9970547,0.00001215451,0.00003493844,0.00002493461,0.00007398732,0.000101893,0.00005756487,0.00003125175,0.0001259555,0.002317581],"study_design_scores_gemma":[0.00001165297,0.0002005713,0.998833,0.00001199191,0.00001826617,0.0001636758,0.0001026921,0.0002836786,0.0000851552,0.00009703694,0.0001879023,0.000004488414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986199,0.0004720032,0.0001104612,0.0001321788,0.000003898168,0.000004788923,0.0001496047,0.000002779894,0.0005042267],"genre_scores_gemma":[0.9997508,0.00004638935,0.0000495464,0.00002694002,0.00000470542,0.000003674734,0.00009412446,5.361879e-7,0.00002330575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001216437,"threshold_uncertainty_score":0.006433249,"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."}}