{"id":"W3217582274","doi":"10.31579/2640-1045/037","title":"Education and Exercise on the Quality of Life among Adults with Chronic Renal Disease","year":2018,"lang":"en","type":"article","venue":"Endocrinology and Disorders","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbotsford Veterinary Clinic","funders":"","keywords":"Medicine; Quality of life (healthcare); Kidney disease; Intervention (counseling); Physical therapy; Disease; Hemodialysis; Dialysis; Health education; Chronic renal disease; Public health; 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":[0.00005524896,0.00008131548,0.0001444439,0.00005366815,0.00008232442,0.000005637556,0.00003486351,0.00001700051,0.00008083041],"category_scores_gemma":[0.00006490883,0.00004496332,0.00003029861,0.00006516429,0.0005675731,0.00002539115,0.00003126829,0.00005528113,0.000004183644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006671087,"about_ca_system_score_gemma":0.00008227344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001598828,"about_ca_topic_score_gemma":0.0002573778,"domain_scores_codex":[0.9994395,0.00004700402,0.0001200607,0.0001761855,0.0000924827,0.0001247186],"domain_scores_gemma":[0.9995669,0.00004054877,0.00006065786,0.0001845568,0.00003242222,0.0001149611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007507767,0.001637232,0.8011104,0.0007403723,0.000378713,0.000006069366,0.001186455,0.000007342634,0.00005946113,0.0480156,0.005282555,0.134068],"study_design_scores_gemma":[0.001178184,0.0003926703,0.9954163,0.0001726998,0.0001539271,3.880428e-7,0.0005067102,0.0000400272,0.00003298003,0.0006770155,0.001365031,0.00006400606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908761,0.001996986,0.00002477326,0.003533926,0.00004104155,0.0003124695,0.000003013754,0.00001159083,0.003200052],"genre_scores_gemma":[0.9982281,0.0009677578,0.00001624548,0.0004006676,0.0000583283,0.00004487313,0.00001085352,0.000004972998,0.0002682061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1943059,"threshold_uncertainty_score":0.2091247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009904684322434444,"score_gpt":0.2692758995809739,"score_spread":0.2593712152585394,"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."}}