{"id":"W2761247483","doi":"10.1111/tri.13079","title":"Center practice drives variation in choice of US kidney transplant induction therapy: a retrospective analysis of contemporary practice","year":2017,"lang":"en","type":"article","venue":"Transplant International","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Thymoglobulin; Alemtuzumab; Kidney transplantation; Regimen; Odds ratio; Internal medicine; Single Center; Transplantation; Surgery","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":[0.0003204493,0.0001775412,0.0004852296,0.0005161489,0.00006294905,0.00002939668,0.0001971136,0.000108729,0.0001283109],"category_scores_gemma":[0.0002265028,0.000150436,0.0002366291,0.0002139431,0.00007968853,0.000872719,0.000005911525,0.0002003126,0.00000298422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009256286,"about_ca_system_score_gemma":0.000127885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002861325,"about_ca_topic_score_gemma":0.0001464237,"domain_scores_codex":[0.9982372,0.0001074708,0.0006193969,0.0003020325,0.0006020995,0.0001317845],"domain_scores_gemma":[0.9981852,0.0002974728,0.0007392804,0.0002987903,0.0003925287,0.0000867903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004595061,0.001601139,0.9732866,0.00008937377,0.006858076,0.00014576,0.003481486,0.00007671948,0.008082278,0.001429741,0.00000994435,0.0003438302],"study_design_scores_gemma":[0.006325197,0.0002499461,0.986763,0.0005268414,0.00144178,0.00008043819,0.00006892782,0.0005356376,0.002817531,0.00002910902,0.001045639,0.0001159548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630488,0.0001040729,0.002835876,0.004449001,0.0006261978,0.0006365706,0.00195884,0.00002663959,0.02631403],"genre_scores_gemma":[0.9960643,0.001442855,0.001022845,0.0003525005,0.00006134076,0.00002020321,0.0008890355,0.00001400285,0.0001329161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03301552,"threshold_uncertainty_score":0.6134602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0410376106072614,"score_gpt":0.3562453883693783,"score_spread":0.3152077777621169,"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."}}