{"id":"W2001875861","doi":"10.1097/00007890-200407271-00351","title":"PREDICTORS OF LONG-TERM RENAL DYSFUNCTION AND CHRONIC DIALYSIS AFTER HEART TRANSPLANTATION","year":2004,"lang":"en","type":"article","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Renal function; Dialysis; Urology; Kidney disease; Transplantation; Heart transplantation; Odds ratio; Blood pressure; Creatinine; Internal medicine; Diabetes mellitus; Cardiology; Endocrinology","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":[0.00041603,0.0001978838,0.000256772,0.0003146659,0.0002728246,0.0003800312,0.0002375096,0.0004082793,0.002024147],"category_scores_gemma":[0.001568529,0.0001197727,0.0002919468,0.0004490264,0.0002060389,0.0003142132,0.0002959676,0.0006379529,0.0002499374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001844454,"about_ca_system_score_gemma":0.0003381146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002151082,"about_ca_topic_score_gemma":0.002936835,"domain_scores_codex":[0.9997949,0.00004354421,0.00002230458,0.00003256462,0.00004084285,0.00006583387],"domain_scores_gemma":[0.9980687,0.0003843716,0.0009352415,0.00004350029,0.000115033,0.0004529974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004880815,0.00001229738,0.9994556,0.000002473317,0.000006456425,0.00004826533,0.000005630761,0.00001422406,0.00004667466,0.0000021483,0.00002964189,0.0003276701],"study_design_scores_gemma":[0.000004194185,0.00007298495,0.9992334,0.00000470854,0.000008906976,0.0004077521,0.00002967166,0.0001323713,0.00002554225,0.000006374446,0.000072811,0.00000138831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992925,0.0003209694,0.00004104851,0.00004695637,0.000005778903,0.000002967301,0.0001020279,0.000001987973,0.000185757],"genre_scores_gemma":[0.9996177,0.00007022384,0.000029525,0.00001488258,0.00001627769,0.000002058526,0.0001738851,8.881942e-7,0.00007443532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002151082,"threshold_uncertainty_score":0.006771445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180631904015602,"score_gpt":0.275473196789654,"score_spread":0.263666877749498,"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."}}