{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006966563,0.0001574846,0.0002750515,0.000143854,0.0001092993,0.00008213508,0.0001339891,0.0001141747,0.0001560745],"category_scores_gemma":[0.0008543222,0.00009698406,0.0001046851,0.0001974969,0.0001990371,0.0002251925,0.00006997323,0.0002149705,0.000006624286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004097501,"about_ca_system_score_gemma":0.001141322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001782161,"about_ca_topic_score_gemma":4.862292e-7,"domain_scores_codex":[0.9985229,0.00014211,0.0003445205,0.0003125906,0.0004199942,0.0002578391],"domain_scores_gemma":[0.998792,0.0003137148,0.00006308804,0.0003275517,0.0001419803,0.0003616583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.07944991,0.0004735203,0.0002739884,0.00167079,0.001857307,0.00002959427,0.003875834,6.445609e-7,0.03042634,0.002395446,0.6043625,0.2751841],"study_design_scores_gemma":[0.07096562,0.1126302,0.00177336,0.003105413,0.005303835,0.0002580186,0.001746641,0.02981468,0.1626278,0.02876701,0.5817786,0.001228811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8768293,0.004081506,0.04352894,0.02928947,0.005305554,0.02917989,0.007857971,0.000721514,0.00320584],"genre_scores_gemma":[0.9798719,0.001017903,0.01062273,0.00100889,0.0008870508,0.001570399,0.0002689442,0.00007804651,0.004674149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2739553,"threshold_uncertainty_score":0.3954895,"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."}}