{"id":"W3139339355","doi":"10.1177/15269248211003563","title":"What Are the Burden, Causes, and Costs of Early Hospital Readmissions After Kidney Transplantation?","year":2021,"lang":"en","type":"article","venue":"Progress in Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Hazard ratio; Dialysis; Proportional hazards model; Internal medicine; Kidney disease; Kidney transplantation; Cohort; Emergency medicine; Hospital readmission; Transplantation; Confidence interval","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":[0.0000940798,0.0001746768,0.0002611347,0.00009980288,0.00006358974,0.00006404542,0.00005235863,0.00009412702,0.00004892934],"category_scores_gemma":[0.00001110739,0.0001244307,0.00007764321,0.0002563584,0.0001191199,0.0003418159,0.000004086438,0.0001526608,0.000004131614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000303587,"about_ca_system_score_gemma":0.0001018344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006207937,"about_ca_topic_score_gemma":0.00007346537,"domain_scores_codex":[0.9987499,0.00009113888,0.0003685732,0.0002818165,0.0003172253,0.0001913623],"domain_scores_gemma":[0.9993182,0.0001209838,0.0001049838,0.0001762398,0.0001279468,0.0001516776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00114353,0.0002928202,0.9778883,0.001462217,0.0001603544,0.002283105,0.0103086,0.000009650415,0.0002400816,0.0002649778,0.000005376707,0.005940929],"study_design_scores_gemma":[0.004252903,0.0002217723,0.9785354,0.00575895,0.0005983052,0.0004581379,0.001362915,0.00004726468,0.008467658,0.00008539835,0.00004418528,0.0001671554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907094,0.004037212,0.0001679271,0.003987629,0.0002058929,0.0005586301,0.0002077929,0.00002726566,0.00009820033],"genre_scores_gemma":[0.9803278,0.01809343,0.0006871987,0.0001731644,0.00004219313,0.0001300969,0.0004323263,0.00002005028,0.00009371516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01405621,"threshold_uncertainty_score":0.5074137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305525948952427,"score_gpt":0.2975158850072687,"score_spread":0.2844606255177444,"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."}}