{"id":"W2620522642","doi":"10.1093/ndt/gfx154.sp623","title":"SP623ASSOCIATIONS OF COPING STRATEGIES WITH QUALITY OF LIFE, DEPRESSION AND MORTALITY AMONG HEMODIALYSIS PATIENTS IN THE DIALYSIS OUTCOMES AND PRACTICE PATTERNS STUDY (DOPPS)","year":2017,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Depression (economics); Quality of life (healthcare); Intensive care medicine; Coping (psychology); Internal medicine; Gerontology; 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":[0.0007841181,0.0002211465,0.0003002973,0.0004934378,0.0003685698,0.0004922351,0.0002724311,0.0003511719,0.00161689],"category_scores_gemma":[0.002193775,0.0001887388,0.0004195541,0.0008479329,0.0001745349,0.0003116647,0.0005550634,0.0004744419,0.0001659084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002373975,"about_ca_system_score_gemma":0.0003642389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005475981,"about_ca_topic_score_gemma":0.006984899,"domain_scores_codex":[0.9996752,0.0001070079,0.00005570034,0.00005111433,0.00006420504,0.00004682612],"domain_scores_gemma":[0.9988501,0.0001671156,0.0005800939,0.00005155908,0.000139773,0.0002112517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003388795,0.00003062736,0.9986761,0.00001050256,0.00004224806,0.00001486238,0.00007720586,0.00001013233,0.00004239914,0.000003388102,0.00009401612,0.0009644457],"study_design_scores_gemma":[0.00001125983,0.00006947916,0.9995197,0.000007474081,0.00001981928,0.0000608746,0.000132098,0.00004390148,0.0000135451,0.000007841985,0.0001125112,0.000001397271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987168,0.0001108475,0.00004526446,0.00007082995,0.000003301888,0.00001805137,0.0007955435,0.00000159242,0.0002377458],"genre_scores_gemma":[0.9986382,0.00008589494,0.0001102183,0.00002955236,0.000005721953,0.00003797951,0.0008949484,8.953893e-7,0.0001966357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005475981,"threshold_uncertainty_score":0.01088816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02825064449644273,"score_gpt":0.3355359964067843,"score_spread":0.3072853519103416,"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."}}