{"id":"W1967097123","doi":"10.1097/01.tp.0000228888.31242.2b","title":"Poor Prediction of the Glomerular Filtration Rate Using Current Formulas in De Novo Liver Transplant Patients","year":2006,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton; London Health Sciences Centre; Queen Elizabeth II Health Sciences Centre; McGill University Health Centre; Vancouver Native Health Society; Toronto General Hospital; University Health Network; Royal Victoria Hospital","funders":"","keywords":"Renal function; Urology; Liver transplantation; Medicine; Transplantation; Internal medicine","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":[0.004002741,0.0003657809,0.001025785,0.0005771168,0.0001849256,0.000645961,0.0002866389,0.0004389071,0.0004901472],"category_scores_gemma":[0.0147813,0.0002011276,0.0004064944,0.0003557488,0.0002335739,0.0007907889,0.0003376155,0.0006449039,0.0001628434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003609257,"about_ca_system_score_gemma":0.0002332257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006340061,"about_ca_topic_score_gemma":0.0009953527,"domain_scores_codex":[0.9987192,0.0007051217,0.0001461256,0.0001480849,0.0002179463,0.00006351769],"domain_scores_gemma":[0.9914015,0.00483625,0.002432707,0.000435284,0.0004589175,0.0004353368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003947899,0.0001751651,0.9821379,0.00003308,0.0002018187,0.00007569291,0.00005663717,0.0006330804,0.0004847912,0.00005030429,0.0001391931,0.01206434],"study_design_scores_gemma":[0.0004508812,0.006021364,0.9807869,0.0000363122,0.0003942752,0.0005215423,0.00009400058,0.009735617,0.001106092,0.0002984197,0.0005304096,0.00002409773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987562,0.0006967977,0.0002552267,0.00008071128,0.000007971389,0.00000702983,0.00003741368,0.000006083498,0.0001526316],"genre_scores_gemma":[0.999463,0.0001316319,0.0002375704,0.00003379774,0.00001133013,0.000005917046,0.00007691181,0.000001628903,0.00003826726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004002741,"threshold_uncertainty_score":0.02116877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02165200187760465,"score_gpt":0.264059456555797,"score_spread":0.2424074546781924,"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."}}