{"id":"W4402761529","doi":"10.1111/ctr.15459","title":"Evaluation of Virtual Care in Kidney Transplant Recipients in the Early Posttransplant Period","year":2024,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Impact","funders":"","keywords":"Medicine; Kidney transplantation; Retrospective cohort study; Transplantation; Kidney transplant; Pandemic; Creatinine; Cohort; Kidney; Internal medicine; Intensive care medicine; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002360287,0.0002145174,0.0004192687,0.000310783,0.00003815235,0.00003166245,0.0001381406,0.0001994579,0.00008091676],"category_scores_gemma":[0.0000551439,0.0001458498,0.0002706783,0.0005279413,0.00009818738,0.0001813492,0.000001818655,0.0004301166,0.00003183717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001006333,"about_ca_system_score_gemma":0.0003870068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001310684,"about_ca_topic_score_gemma":0.0001971226,"domain_scores_codex":[0.9964502,0.0006633922,0.001102935,0.000431493,0.001105367,0.0002466119],"domain_scores_gemma":[0.9989752,0.0004662839,0.00006982654,0.0002260026,0.0001475474,0.0001151122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004810739,0.001229716,0.8629039,0.00285933,0.0004273824,0.002164494,0.06426459,0.0003917211,0.001524588,0.001484581,0.00001039931,0.05792854],"study_design_scores_gemma":[0.009091839,0.001223046,0.9778868,0.006420735,0.001749722,0.0002271197,0.0006543607,0.0014121,0.0009312494,0.0001696455,0.00005318832,0.0001802153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942688,0.000777674,0.0003682731,0.0004795053,0.0005407956,0.001149847,0.000410214,0.00003440315,0.001970477],"genre_scores_gemma":[0.9961346,0.002258174,0.0001745952,0.0001969303,0.00006662872,0.00008955416,0.001033486,0.00002266449,0.00002332084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1149829,"threshold_uncertainty_score":0.594758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08283604841062693,"score_gpt":0.4125976815548678,"score_spread":0.3297616331442408,"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."}}