{"id":"W2751652599","doi":"10.1097/tp.0000000000001911","title":"Organ Transplantation in Australia","year":2017,"lang":"en","type":"letter","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Transplantation; Dialysis; Medicine; Kidney transplantation; Population; Kidney disease; Renal replacement therapy; Incidence (geometry); Intensive care medicine; Surgery; Internal medicine; Environmental health; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001387096,0.0004933965,0.0006803246,0.0004768499,0.0001310155,0.0000807752,0.0001906704,0.0008860486,0.0004710397],"category_scores_gemma":[0.000006076013,0.0004495275,0.0002446984,0.0001381942,0.00007555854,0.0002641196,0.000002549147,0.00121208,0.0003914217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001414907,"about_ca_system_score_gemma":0.0001219746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007616049,"about_ca_topic_score_gemma":0.0002671543,"domain_scores_codex":[0.9975765,0.00008476933,0.0006111621,0.0005949627,0.0005892226,0.0005433236],"domain_scores_gemma":[0.9990168,0.00009798213,0.0002543567,0.0004644719,0.00007253116,0.00009389538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.009587826,0.001289624,0.2793518,0.08863686,0.002729028,0.4031609,0.0130535,0.0001618738,0.005403037,0.000404936,0.1888164,0.007404181],"study_design_scores_gemma":[0.03363751,0.0009065974,0.8684839,0.01392815,0.006493717,0.009786455,0.00003979908,0.00006252118,0.01004542,0.0007257066,0.05375765,0.002132565],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3498385,0.0004740845,0.004083118,0.5971962,0.003618989,0.00750653,0.004364014,0.0007781631,0.0321404],"genre_scores_gemma":[0.6848651,0.009271818,0.00295712,0.184706,0.00316033,0.0003659213,0.07157078,0.0003749732,0.04272793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5891321,"threshold_uncertainty_score":0.9997957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0529964608445341,"score_gpt":0.340436796732374,"score_spread":0.2874403358878399,"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."}}