{"id":"W4384936618","doi":"10.1016/j.transproceed.2023.03.079","title":"Renal Dysfunction After Heart Transplant","year":2023,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Tacrolimus; Heart transplantation; Nephrology; Internal medicine; Transplantation; Odds ratio; Renal function; Kidney 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001336283,0.0001899279,0.0005366983,0.001144255,0.001417835,0.002093775,0.0003305801,0.0004472189,0.002647625],"category_scores_gemma":[0.004977407,0.00009398408,0.0003967404,0.001398303,0.0004005356,0.0008040791,0.0009478963,0.001534495,0.0003214421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009755721,"about_ca_system_score_gemma":0.00178785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002886727,"about_ca_topic_score_gemma":0.00316339,"domain_scores_codex":[0.9987409,0.0004001597,0.0001054996,0.00008337155,0.0002502097,0.000419872],"domain_scores_gemma":[0.9966306,0.0006643452,0.0007696858,0.0001113853,0.0004372756,0.001386721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002520872,0.0005197224,0.9640438,0.00008768062,0.0001101584,0.001569205,0.0003003418,0.00007558852,0.0001005496,0.0007285514,0.002413175,0.0297992],"study_design_scores_gemma":[0.000039541,0.000406476,0.9896435,0.00022596,0.0001320098,0.003210984,0.001447434,0.000197438,0.0002050252,0.001274403,0.003195348,0.00002196867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564673,0.009718434,0.0002776946,0.00473931,0.0005191067,0.00005093147,0.0003950111,0.00002642335,0.02780579],"genre_scores_gemma":[0.9948376,0.002357312,0.0001009333,0.0007561236,0.0006359692,0.00001528259,0.0003352761,0.000003913894,0.000957492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002886727,"threshold_uncertainty_score":0.00885725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02409429254379886,"score_gpt":0.2985554143485544,"score_spread":0.2744611218047555,"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."}}