{"id":"W3192756703","doi":"10.1016/j.xkme.2021.05.011","title":"Preferences for and Experiences of Shared and Informed Decision Making Among Patients Choosing Kidney Replacement Therapies in Nephrology Care","year":2021,"lang":"en","type":"article","venue":"Kidney Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":32,"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":"Nephrology; Medicine; Kidney disease; Dialysis; Renal function; Renal replacement therapy; Internal medicine; Logistic regression; Kidney transplantation; Family medicine; Intensive care medicine; Kidney","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0002813427,0.0001460634,0.0003944746,0.0001759244,0.0003528458,0.000005977803,0.0001600161,0.0001558652,0.0001584574],"category_scores_gemma":[0.008502341,0.0001148743,0.00001711687,0.0002135176,0.0002463895,0.0001884291,0.0002375168,0.0002422327,4.283163e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055332,"about_ca_system_score_gemma":0.000662735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002593001,"about_ca_topic_score_gemma":0.0004424908,"domain_scores_codex":[0.9978719,0.0003838043,0.0008781491,0.0003025536,0.0002553375,0.000308205],"domain_scores_gemma":[0.9967319,0.001697331,0.0004273704,0.0003891722,0.0004984723,0.0002557188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002639919,0.00001731354,0.5870508,0.0009042019,0.00001067726,2.436494e-7,0.4024159,1.919211e-7,0.00003106634,0.00005284189,0.003112073,0.006140737],"study_design_scores_gemma":[0.005972741,0.0006068641,0.4210217,0.008169662,0.00002263545,6.891116e-7,0.55473,0.0002226813,0.00005369301,0.0008562162,0.008186765,0.000156353],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902799,0.004573452,0.00006557831,0.002629762,0.0005519501,0.001396655,0.00004306963,0.00002206957,0.0004376228],"genre_scores_gemma":[0.9894933,0.0005034053,0.004279417,0.004735873,0.00005212212,0.0006967022,0.0002065212,0.00001259554,0.00002007247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1660291,"threshold_uncertainty_score":0.9998494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109153277984933,"score_gpt":0.4236423859128496,"score_spread":0.3144891079279165,"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."}}