{"id":"W4415913773","doi":"10.1186/s12882-025-04521-5","title":"Patient, clinician, and researcher prioritization of postoperative outcomes for people living with kidney failure: a modified Delphi process","year":2025,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Alberta; University of Calgary","funders":"Kidney Foundation of Canada","keywords":"Delphi method; Perioperative; Dialysis; Likert scale; Nephrology; Kidney transplantation; MEDLINE; Kidney disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2055086,0.001473783,0.001096846,0.004558013,0.007508754,0.003809161,0.002861148,0.002205512,0.003699304],"category_scores_gemma":[0.1507097,0.001457568,0.001774947,0.00298964,0.007175013,0.004605878,0.01381078,0.003469289,0.0009374231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009604834,"about_ca_system_score_gemma":0.03205946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007569994,"about_ca_topic_score_gemma":0.009066819,"domain_scores_codex":[0.8096467,0.1650656,0.009035268,0.003640079,0.006951464,0.005660848],"domain_scores_gemma":[0.8349257,0.1055915,0.008220474,0.006922746,0.03595228,0.008387387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008565488,0.0006348601,0.01406356,0.002239573,0.0001127543,0.001034878,0.8670685,0.00210028,0.005361291,0.005445643,0.006616223,0.09446596],"study_design_scores_gemma":[0.0005179709,0.002384471,0.02254188,0.002998825,0.0001244799,0.001008342,0.8958313,0.01198921,0.004061287,0.02240619,0.03563562,0.0005003359],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7992783,0.0008058064,0.1130547,0.01429567,0.0003557762,0.06107565,0.0004993912,0.0002340166,0.01040062],"genre_scores_gemma":[0.7736099,0.0007966032,0.1830732,0.002137664,0.00009073399,0.038285,0.0002579466,0.00005232783,0.001696589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2055086,"threshold_uncertainty_score":0.9797494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02284546299218119,"score_gpt":0.3300008652826088,"score_spread":0.3071554022904276,"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."}}