{"id":"W4403822256","doi":"10.1093/eurheartj/ehae666.3270","title":"Cardiovascular risk factors and kidney transplantation: a retrospective analysis","year":2024,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Kidney transplantation; Transplantation; Retrospective cohort study; Intensive care medicine; Internal medicine; Cardiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00141874,0.0003545698,0.0008020454,0.002132527,0.0006946417,0.001043978,0.0005948608,0.0004985275,0.001857058],"category_scores_gemma":[0.002639638,0.0006154927,0.0008987688,0.003780435,0.0004431692,0.0006881682,0.0008600909,0.0005526485,0.0002844813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005253359,"about_ca_system_score_gemma":0.001020859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004075816,"about_ca_topic_score_gemma":0.003947396,"domain_scores_codex":[0.9978858,0.0003321144,0.0004537362,0.0005428406,0.0005220664,0.0002635007],"domain_scores_gemma":[0.9968804,0.0006985734,0.001481918,0.0002907215,0.0002866305,0.0003617432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000500441,0.00001979217,0.9992385,0.00002128,0.00005147593,0.000104976,0.00002709532,0.00001775505,0.00003591523,0.000009766836,0.00005030412,0.0003731458],"study_design_scores_gemma":[0.00001321312,0.0001053299,0.9981536,0.00002777641,0.00008527503,0.0008294755,0.0002489451,0.000194685,0.00004959479,0.0000255176,0.0002595294,0.000007032091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970565,0.001059797,0.0002169173,0.00002915329,0.00001091273,0.00006694149,0.001145899,0.000004068992,0.0004098527],"genre_scores_gemma":[0.998639,0.0003132941,0.0001042285,0.00003692474,0.00001929028,0.00005261549,0.0007758306,0.000002321929,0.00005642627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004075816,"threshold_uncertainty_score":0.008104205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765461531009636,"score_gpt":0.2782318616691833,"score_spread":0.260577246359087,"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."}}