{"id":"W2019429870","doi":"10.1097/tp.0000000000000721","title":"Variation in Cost and Quality in Kidney Transplantation","year":2015,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"U.S. Public Health Service; Health Resources and Services Administration","keywords":"Medicine; Interquartile range; Transplantation; Kidney transplantation; Total cost; Emergency medicine; Surgery; Accounting","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006978627,0.0001583474,0.0004001275,0.001842143,0.0003691217,0.001407872,0.0007704532,0.0005301668,0.001585935],"category_scores_gemma":[0.04163015,0.0001498724,0.0005383085,0.003784424,0.001044484,0.0009196295,0.00145249,0.0006443491,0.0001415738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003089155,"about_ca_system_score_gemma":0.001014015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01137015,"about_ca_topic_score_gemma":0.008212248,"domain_scores_codex":[0.9897041,0.005848932,0.0009074566,0.000815631,0.001898246,0.0008258004],"domain_scores_gemma":[0.9628804,0.01448399,0.01557981,0.001787855,0.002900868,0.002367138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007782104,0.00003190615,0.9922681,0.00002285817,0.0002049895,0.00003823688,0.00009818719,0.001681873,0.00003700779,0.0005377931,0.000365422,0.004635819],"study_design_scores_gemma":[0.000005577491,0.00003375045,0.9969575,0.00001572798,0.00002051605,0.0000845805,0.000105865,0.001549339,0.00002508312,0.0009235573,0.0002712154,0.000007215615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934949,0.001643148,0.001346419,0.001036062,0.00002766278,0.00002062846,0.0006384156,0.00001397531,0.001778813],"genre_scores_gemma":[0.9994747,0.0000918266,0.00014048,0.000044151,0.00001879967,0.000004350052,0.0001855541,0.000004652984,0.00003549984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01137015,"threshold_uncertainty_score":0.03690696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0629507213326542,"score_gpt":0.3479954002713362,"score_spread":0.285044678938682,"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."}}