{"id":"W4225834114","doi":"10.1177/20543581221084502","title":"Protocol for a Process Evaluation of the Quality Improvement Intervention to Enhance Access to Kidney Transplantation and Living Kidney Donation (EnAKT LKD) Cluster-Randomized Clinical Trial","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University; Ontario Stroke Network; Ottawa Hospital; Grand River Hospital; McMaster University; Trillium Therapeutics (Canada); St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Kidney disease; Kidney transplantation; Checklist; Intervention (counseling); Randomized controlled trial; Transplantation; Health care; Dialysis; Family medicine; Nursing; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.08183278,0.008092742,0.00990314,0.003734801,0.007829575,0.00769764,0.00467768,0.008386737,0.1778546],"category_scores_gemma":[0.08088239,0.004973382,0.005804552,0.005580552,0.00454927,0.005255465,0.003443194,0.01370611,0.03233125],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01181769,"about_ca_system_score_gemma":0.04562937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006083989,"about_ca_topic_score_gemma":0.01075164,"domain_scores_codex":[0.934014,0.03979204,0.00785577,0.005636239,0.007560016,0.005141951],"domain_scores_gemma":[0.9434091,0.01532451,0.00759255,0.008690942,0.0199219,0.00506102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6101946,0.02162638,0.001954934,0.05800414,0.003540441,0.0006940872,0.002760626,0.005469701,0.002525687,0.02618757,0.1423967,0.1246452],"study_design_scores_gemma":[0.7880301,0.01818505,0.003232731,0.01263412,0.001096743,0.000104761,0.0006401185,0.003746966,0.001745604,0.01043063,0.1598745,0.000278537],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002595511,0.00005430538,0.001138523,0.0001041562,0.0001940273,0.9962643,0.001182067,0.00007219195,0.0007308728],"genre_scores_gemma":[0.0002944338,0.000020276,0.001204427,0.00004706245,0.00001296994,0.9981714,0.00008642325,0.000003415111,0.0001596322],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9881823,"threshold_uncertainty_score":0.5949828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.432563275221712,"score_gpt":0.6813815265981942,"score_spread":0.2488182513764822,"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."}}