{"id":"W4406791714","doi":"10.34067/kid.0000000708","title":"Identifying Research Priorities for Cognition in CKD","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Orthopaedic Innovation Centre; Western University; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Respondent; Snowball sampling; Cognition; Likert scale; Psychology; Medicine; Psychological intervention; Qualitative research; Delphi method; Clinical psychology; Family medicine; Nursing; Psychiatry; Developmental psychology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001323289,0.00007647241,0.0001591438,0.0006749119,0.0001367814,0.00006496525,0.00008027803,0.00006709382,0.0002025973],"category_scores_gemma":[0.001073934,0.0000739808,0.00006315551,0.0005380985,0.0001071987,0.0001019882,0.00007418265,0.0002808003,0.00006170269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001103527,"about_ca_system_score_gemma":0.0004447262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004365105,"about_ca_topic_score_gemma":0.0000275028,"domain_scores_codex":[0.9986195,0.00009281305,0.0001998623,0.0002487419,0.0004041913,0.0004349079],"domain_scores_gemma":[0.9990485,0.0002810877,0.00001459041,0.0001419449,0.0004114992,0.0001023478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002638291,0.001263355,0.6036832,0.004693517,0.0003394541,0.0002130712,0.001290586,1.93856e-7,0.1184498,0.02597037,0.1265727,0.1148855],"study_design_scores_gemma":[0.01025794,0.0007210032,0.7684001,0.002279665,0.0001170857,0.00001159824,0.003510929,0.0002735885,0.07006332,0.0482962,0.09585284,0.0002156712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8252845,0.0007047959,0.002561844,0.00823109,0.000320818,0.002837747,0.0000292025,0.00007879062,0.1599512],"genre_scores_gemma":[0.9724809,0.000101934,0.0005078165,0.0006308205,0.0000896489,0.0004390677,0.00005206158,0.00001103379,0.02568671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.164717,"threshold_uncertainty_score":0.3016849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101209539034872,"score_gpt":0.4801246569034516,"score_spread":0.3789151178685796,"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."}}