{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003637252,0.0002281346,0.0003071877,0.0003667123,0.0001231025,0.00004443448,0.00006083746,0.0001437287,0.0003082534],"category_scores_gemma":[0.00001018433,0.0001995932,0.0001686508,0.0007148798,0.00005531923,0.0003190912,0.000002725761,0.0002253037,0.0004105708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003234752,"about_ca_system_score_gemma":0.00004834798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001780414,"about_ca_topic_score_gemma":0.000007348752,"domain_scores_codex":[0.998378,0.00001519079,0.0003907074,0.0003884638,0.0004517236,0.0003758559],"domain_scores_gemma":[0.9994808,0.00007135452,0.00005295826,0.00008731973,0.0001263234,0.0001811942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01093281,0.0002287459,0.6200512,0.004692774,0.0003150125,0.0007668457,0.01816846,0.00003381348,0.329414,0.004651989,0.004577064,0.006167301],"study_design_scores_gemma":[0.003483394,0.0002900216,0.946488,0.0004424333,0.0005493944,0.0009813688,0.0002387324,0.0002403679,0.04152055,0.0004123227,0.005027426,0.0003260102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886212,0.00004599177,0.003601217,0.002563348,0.0002965228,0.0005118736,0.00008278403,0.0008266076,0.003450474],"genre_scores_gemma":[0.9909968,0.0006715755,0.004922927,0.001001475,0.000215105,0.0001504642,0.0003249938,0.00004683913,0.001669864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3264368,"threshold_uncertainty_score":0.8139173,"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."}}