{"id":"W6945136698","doi":"10.25384/sage.19518651.v1","title":"sj-docx-4-cjk-10.1177_20543581221084502 – Supplemental material for 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":"Figshare","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kidney donation; Protocol (science); Kidney transplantation; Intervention (counseling); Clinical trial; Kidney disease; Transplantation; Donation; Randomized controlled trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009385822,0.001725692,0.002749169,0.001348129,0.002033841,0.004683078,0.002669926,0.003811589,0.9067217],"category_scores_gemma":[0.0445133,0.001918075,0.002062184,0.002208787,0.001077109,0.00363102,0.001853321,0.003999731,0.3265961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002558509,"about_ca_system_score_gemma":0.005898303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00451143,"about_ca_topic_score_gemma":0.01009223,"domain_scores_codex":[0.9960721,0.001626116,0.0005959948,0.0005194935,0.0007349741,0.0004513765],"domain_scores_gemma":[0.9764727,0.01242514,0.001846473,0.001874742,0.005265519,0.002115221],"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":[0.005506329,0.0004493458,0.0001775217,0.004311937,0.00008711809,0.00001742877,0.00004449867,0.0001240053,0.0001028741,0.001413669,0.9751053,0.01265999],"study_design_scores_gemma":[0.2238076,0.002725043,0.00803759,0.007305733,0.0003870704,0.000140422,0.0002781252,0.001419391,0.001009581,0.01251773,0.7421703,0.0002013491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001591786,0.0008701235,0.002738376,0.004849914,0.003375059,0.1087137,0.8046043,0.003172385,0.07008429],"genre_scores_gemma":[0.01436264,0.001257836,0.01462279,0.007593813,0.00153016,0.6034594,0.1953122,0.002260462,0.1596008],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9067217,"threshold_uncertainty_score":0.1330503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.133078985588357,"score_gpt":0.5059681259973713,"score_spread":0.3728891404090143,"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."}}