{"id":"W2199055821","doi":"10.5500/wjt.v5.i4.276","title":"Screening for cardiovascular disease before kidney transplantation","year":2015,"lang":"en","type":"review","venue":"World Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Coronary artery disease; Transplantation; Kidney transplantation; Dialysis; Kidney disease; Cardiology; Intensive care medicine; Disease; Cardiac imaging; Medical history; Physical examination; Internal medicine; Guideline; Myocardial perfusion imaging; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00178694,0.0005672941,0.002710749,0.001104773,0.0001220232,0.0000571972,0.0002367974,0.0002230822,0.0000311643],"category_scores_gemma":[0.0000715604,0.0004363587,0.003963775,0.0005447048,0.00005911605,0.0003462593,0.000003155291,0.0005892882,0.000005575284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001513804,"about_ca_system_score_gemma":0.001151473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001050208,"about_ca_topic_score_gemma":0.00001390879,"domain_scores_codex":[0.9961891,0.0003431779,0.001683822,0.0003878837,0.001030038,0.0003659448],"domain_scores_gemma":[0.9971758,0.0003127782,0.0008475474,0.0003381151,0.0004872908,0.0008385194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00175337,0.00008465591,0.0001198217,0.08395573,0.003741714,0.001059849,0.000568007,0.0001240991,0.000001257815,0.000244378,0.0004020836,0.907945],"study_design_scores_gemma":[0.005168681,0.0003151497,0.0003253777,0.04182598,0.07969332,0.002790365,0.00002013326,0.00002558448,0.00000660961,0.0002323387,0.8691681,0.0004283325],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008110626,0.8007292,0.1957013,0.000148659,0.0007578524,0.001331306,0.001179012,0.00003644645,0.000108107],"genre_scores_gemma":[0.00002998466,0.9368775,0.05819468,0.0001327315,0.001055406,0.00006044765,0.003195581,0.0001167652,0.0003368662],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9075167,"threshold_uncertainty_score":0.9998088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09976675404814317,"score_gpt":0.3878733106228009,"score_spread":0.2881065565746577,"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."}}