{"id":"W1997206163","doi":"10.1186/1756-0500-6-510","title":"Foods with added fiber improve stool frequency in individuals with chronic kidney disease with no impact on appetite or overall quality of life","year":2013,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Kidney disease; Quality of life (healthcare); Appetite; Constipation; Internal medicine; Poor Appetite; Gastroenterology; Physical therapy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001243839,0.0003242006,0.0006584473,0.0004859382,0.00007747499,0.0001127417,0.0002607185,0.0000695779,0.002886014],"category_scores_gemma":[0.001862936,0.0001493018,0.0001347923,0.0007530442,0.000370794,0.0002388439,0.0001250611,0.0004175756,0.0002138154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002844332,"about_ca_system_score_gemma":0.003203383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004053931,"about_ca_topic_score_gemma":0.0006047285,"domain_scores_codex":[0.995704,0.0005095392,0.0004561522,0.0006032593,0.001957933,0.0007691321],"domain_scores_gemma":[0.996397,0.0006690595,0.0001809352,0.000928104,0.0005678443,0.001257088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01862982,0.002690777,0.9641861,0.004206628,0.001181434,0.00009161534,0.0002312618,0.0006494174,0.001750987,0.0003764287,0.003892147,0.002113323],"study_design_scores_gemma":[0.007608734,0.007252609,0.9815954,0.002060574,0.0001130019,6.927783e-7,0.00006417993,0.0003543722,0.0003054877,0.000106053,0.0002550099,0.0002838719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993155,0.000194561,0.0000602807,0.0009284407,0.00001213994,0.002880978,0.0001924576,0.00003213588,0.00254399],"genre_scores_gemma":[0.9959531,0.00004923655,0.001158029,0.0002494755,0.000167575,0.0005245907,0.0001432619,0.00005357484,0.001701106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01740926,"threshold_uncertainty_score":0.9980255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07094097962425333,"score_gpt":0.3834805279848228,"score_spread":0.3125395483605695,"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."}}