{"id":"W3035224707","doi":"10.1016/j.xkme.2020.05.008","title":"Advanced CKD Care and Decision Making: Which Health Care Professionals Do Patients Rely on for CKD Treatment and Advice?","year":2020,"lang":"en","type":"article","venue":"Kidney Medicine","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Association of Kidney Patients; University of Manitoba; University of South Carolina; Johns Hopkins University; Patient-Centered Outcomes Research Institute; National Kidney Foundation","keywords":"Medicine; Nephrology; Internal medicine; Kidney disease; Logistic regression; Demographics; Family medicine; Odds ratio; Odds; Health care; Cross-sectional study; Dialysis; Intensive care medicine; Pathology; Demography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001061234,0.0002544136,0.000602228,0.0001173649,0.0001650169,0.00001140361,0.00005521208,0.00006247304,0.0000667287],"category_scores_gemma":[0.0006637804,0.0001517682,0.00006409697,0.0002108349,0.00004562878,0.00003750444,0.00006207386,0.00008849674,0.000004863249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001634223,"about_ca_system_score_gemma":0.0001845959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001602021,"about_ca_topic_score_gemma":0.00001041094,"domain_scores_codex":[0.9983429,0.00004542736,0.0003868091,0.0005425051,0.0004213736,0.0002610145],"domain_scores_gemma":[0.9982852,0.0001287164,0.0001527351,0.0002355599,0.0002698554,0.0009278851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004936171,0.000475935,0.008134659,0.003537818,0.000257391,0.00002578474,0.0247851,0.000008340399,0.00005688217,0.0002750263,0.1002363,0.8572706],"study_design_scores_gemma":[0.07720716,0.05548827,0.1311228,0.02362357,0.002223146,0.00000566157,0.05474775,0.0007528656,0.0001515851,0.0002347936,0.6535358,0.0009065257],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8386455,0.02546935,0.000290536,0.1182449,0.0009206334,0.007621067,0.0003719653,0.0001991133,0.008236977],"genre_scores_gemma":[0.9725553,0.0008291815,0.00182136,0.02346446,0.0003363366,0.0001404074,0.0007084447,0.00003551622,0.0001089813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8563641,"threshold_uncertainty_score":0.6188927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01889719773693257,"score_gpt":0.3478908618439411,"score_spread":0.3289936641070085,"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."}}