{"id":"W3154444200","doi":"10.1177/2054358121997266","title":"A Quality Improvement Intervention to Enhance Access to Kidney Transplantation and Living Kidney Donation (EnAKT LKD) in Patients With Chronic Kidney Disease: Clinical Research Protocol of a Cluster-Randomized Clinical Trial","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Therapeutics (Canada); Trillium Health Centre; Ontario Stroke Network; Humber River Regional Hospital; London Health Sciences Centre; McMaster University; Grand River Hospital; St. Michael's Hospital; Western University; University of Toronto","funders":"Canadian Institutes of Health Research; Astellas Pharma Canada","keywords":"Medicine; Kidney disease; Randomized controlled trial; Kidney transplantation; Dialysis; Nephrology; Clinical trial; Transplantation; Intensive care medicine; Kidney; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006494901,0.0001891734,0.0007831499,0.0006674394,0.000146159,0.0001056773,0.0001253472,0.0000943357,0.00011925],"category_scores_gemma":[0.07310347,0.0001616436,0.0001833476,0.0005161574,0.0001618234,0.0003015155,0.00002322397,0.0004467235,0.00000159879],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003613279,"about_ca_system_score_gemma":0.05669193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001340097,"about_ca_topic_score_gemma":0.002401411,"domain_scores_codex":[0.9941278,0.002081223,0.002216447,0.0004513041,0.0007057644,0.0004174385],"domain_scores_gemma":[0.9515064,0.0006745191,0.0007757245,0.0002913069,0.001260228,0.04549179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.552171,0.001284929,0.3982806,0.006818811,0.0001150135,0.00009756485,0.0009466711,0.000004181331,0.00001091932,0.00008909078,0.01515079,0.02503047],"study_design_scores_gemma":[0.4694651,0.005193885,0.5076721,0.01055624,0.0002350125,0.000006417125,0.0001047927,0.000161242,0.00003421189,0.000164452,0.006131267,0.0002752757],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8192176,0.0001342357,0.003513201,0.1215074,0.0006059263,0.05399581,0.0009724995,0.00001053107,0.00004275078],"genre_scores_gemma":[0.9440174,0.0002058002,0.0004958739,0.05144237,0.0003504831,0.002978557,0.0004192119,0.0000309735,0.00005939375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1247997,"threshold_uncertainty_score":0.9486558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06066038958385407,"score_gpt":0.4746194511361261,"score_spread":0.4139590615522721,"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."}}