{"id":"W2068559751","doi":"10.1097/tp.0000000000000094","title":"Variation in Structure and Delivery of Care Between Kidney Transplant Centers in the United States","year":2014,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Kidney transplant; Variation (astronomy); Kidney transplantation; Transplantation; Nephrology; Pharmacist; Family medicine; Ambulatory care; Health care; Internal medicine; Pharmacy","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":[0.00009701122,0.0001067673,0.0001894801,0.0002308528,0.00002311863,0.000007843972,0.00004220865,0.00006132051,0.000008315637],"category_scores_gemma":[0.000003389657,0.00007394437,0.00002949184,0.0002290598,0.00002470842,0.00007076893,7.522971e-7,0.0001012572,5.649649e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002180646,"about_ca_system_score_gemma":0.00001944936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133916,"about_ca_topic_score_gemma":0.0003664422,"domain_scores_codex":[0.9992265,0.0001113716,0.0002619558,0.0001351835,0.0001526366,0.0001124189],"domain_scores_gemma":[0.9996451,0.0001508433,0.00005188118,0.00007830324,0.00002932019,0.00004461425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006473841,0.00004276404,0.9606812,0.001490942,0.00004311864,0.00002507041,0.03391771,0.0004159753,0.001755541,0.0002300218,7.671272e-7,0.0007494908],"study_design_scores_gemma":[0.004660297,0.0001875168,0.9917634,0.0006367618,0.0002200862,0.00002363679,0.0003772437,0.0004200883,0.001520623,0.0001031501,0.00001962477,0.00006763819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978273,0.00003470621,0.001070087,0.000280972,0.00002407219,0.0003174958,0.0003549843,0.000009161505,0.00008120464],"genre_scores_gemma":[0.9949267,0.0007830129,0.0002678149,0.0002685197,0.00001273279,0.000006077256,0.003725179,0.000007747215,0.0000022305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03354046,"threshold_uncertainty_score":0.3015364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118969117131975,"score_gpt":0.2548191578665418,"score_spread":0.2429222461533443,"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."}}