{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003790731,0.0001352195,0.0002349213,0.0002582383,0.00001982733,0.00001666037,0.00002667282,0.00009364758,0.00001912506],"category_scores_gemma":[0.00002170733,0.0001259974,0.00002978445,0.0002669576,0.00002245331,0.0002585812,0.000001040236,0.0001164006,0.00001582811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029528,"about_ca_system_score_gemma":0.0001001265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001121674,"about_ca_topic_score_gemma":0.0009946584,"domain_scores_codex":[0.9988183,0.0001081397,0.0004091836,0.0002398436,0.0002504105,0.0001741093],"domain_scores_gemma":[0.9995457,0.00007640372,0.00005951363,0.00008497791,0.00004212124,0.0001912663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003941998,0.0003184227,0.9714775,0.001586015,0.00003452697,0.0003732371,0.01260244,0.0003028249,0.004654332,0.002411081,0.000003084005,0.002294509],"study_design_scores_gemma":[0.01455812,0.0001108123,0.9825677,0.0005354127,0.00009467656,0.0001258006,0.0001098065,0.0003770562,0.001080496,0.0002910315,0.00002389371,0.0001251913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900499,0.00006257342,0.005498365,0.0005203383,0.00009466281,0.0006984299,0.00008386684,0.00004006465,0.002951815],"genre_scores_gemma":[0.996332,0.001088312,0.00134926,0.0003181902,0.00001865754,0.00005196023,0.0007432721,0.00001254049,0.0000857374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01249263,"threshold_uncertainty_score":0.5138026,"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."}}