{"id":"W2804623642","doi":"10.1093/ndt/gfy104.sp643","title":"SP643CANONICAL CORRELATION BETWEEN MEDICAL PSYCHOSOCIAL FACTORS AND QUALITY OF LIFE IN HEMODIALYSIS PATIENTS","year":2018,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Psychosocial; Quality of life (healthcare); Correlation; Intensive care medicine; Internal medicine; Psychiatry; Nursing","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":[0.0007192588,0.0002093734,0.0002317339,0.0007125594,0.0003410887,0.0005423054,0.0001647948,0.000245637,0.004799599],"category_scores_gemma":[0.003067064,0.0001042313,0.0004951922,0.0008404055,0.000259665,0.0002617258,0.0004618076,0.0004516381,0.0003340766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002613109,"about_ca_system_score_gemma":0.0005190664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001612623,"about_ca_topic_score_gemma":0.001710078,"domain_scores_codex":[0.9994926,0.0001884865,0.00006640768,0.00006338013,0.0001180566,0.00007105139],"domain_scores_gemma":[0.9981347,0.0005033442,0.0006969388,0.00007145738,0.0003112355,0.0002822297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002391923,0.00001649188,0.9979293,0.00001251225,0.00003315932,0.00002357156,0.00004692435,0.00002653765,0.0000356048,0.00001861281,0.0001148463,0.001718533],"study_design_scores_gemma":[0.000003310527,0.00005441528,0.9989795,0.0000123176,0.00001980441,0.0001436237,0.0002061991,0.0001967427,0.00003369204,0.00007562982,0.000271688,0.000003161513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977145,0.0004405171,0.0001469282,0.0001896,0.0000198616,0.00001173995,0.0003892695,0.000004479913,0.001083153],"genre_scores_gemma":[0.9993621,0.0001227547,0.0001228642,0.00002874185,0.00001549605,0.000007764751,0.0002095814,9.443827e-7,0.0001297608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004799599,"threshold_uncertainty_score":0.0160563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258644768403633,"score_gpt":0.302227344178419,"score_spread":0.2796408964943827,"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."}}