{"id":"W4401609801","doi":"10.34067/kid.0000000000000554","title":"Patient Preferences and Priorities for the Design of an Acute Kidney Injury Prevention Trial","year":2024,"lang":"en","type":"article","venue":"Kidney360","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Clinical trial; Intervention (counseling); Kidney disease; Intensive care medicine; Protocol (science); Informed consent; Randomized controlled trial; Family medicine; Alternative medicine; Nursing; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1651708,0.0005913709,0.0006657128,0.001194688,0.006386802,0.004941372,0.002105055,0.003312408,0.005008896],"category_scores_gemma":[0.1527959,0.0007112111,0.001212087,0.0007476307,0.003423994,0.0041621,0.006860505,0.006681063,0.00110607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004809545,"about_ca_system_score_gemma":0.01314987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005661527,"about_ca_topic_score_gemma":0.001075261,"domain_scores_codex":[0.7900181,0.1915314,0.006824821,0.002277735,0.005465087,0.003882839],"domain_scores_gemma":[0.8972251,0.07129209,0.006862789,0.004215954,0.008305655,0.01209839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002458027,0.001551501,0.04304408,0.005466592,0.0003065793,0.002115733,0.5656983,0.002560298,0.01273869,0.03606778,0.03740708,0.2905853],"study_design_scores_gemma":[0.001490533,0.005234671,0.02585543,0.003125881,0.0003443219,0.002458083,0.633376,0.008186412,0.00722776,0.09530337,0.2167735,0.0006241117],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.563537,0.00225742,0.2115872,0.1617795,0.002230362,0.02564132,0.0007741545,0.0004682934,0.03172477],"genre_scores_gemma":[0.7792789,0.0008274736,0.1869529,0.0146703,0.0003993034,0.01609365,0.0002242638,0.00006568759,0.001487519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1651708,"threshold_uncertainty_score":0.873517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05641300973764313,"score_gpt":0.3776821113616137,"score_spread":0.3212691016239705,"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."}}