{"id":"W2119986967","doi":"10.1681/asn.2004090813","title":"Factors Associated with Improvement in Deceased Donor Renal Allograft Function in the 1990s","year":2005,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Royal Victoria Hospital","funders":"","keywords":"Medicine; Renal function; Immunosuppression; Subclinical infection; Urology; Creatinine; Surgery; Internal medicine; Transplantation; Tacrolimus; Gastroenterology","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":[0.0007287994,0.0001622646,0.0003406119,0.0007516809,0.0003327848,0.0005892335,0.0002988253,0.0004545871,0.001041648],"category_scores_gemma":[0.003584013,0.00009151485,0.0002019507,0.001307103,0.0002764928,0.0004069665,0.0003818392,0.0008039817,0.0001592948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007786668,"about_ca_system_score_gemma":0.0005555043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009391512,"about_ca_topic_score_gemma":0.01112303,"domain_scores_codex":[0.9995754,0.00006107158,0.00008548515,0.00005917703,0.0001214754,0.00009739639],"domain_scores_gemma":[0.9964191,0.0002507119,0.002191781,0.0000769536,0.0004140812,0.0006473852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006844076,0.0000426797,0.9958169,0.00001454952,0.00002117615,0.0002350266,0.00005810952,0.00005807905,0.0002101412,0.0000282154,0.0001698284,0.003276769],"study_design_scores_gemma":[0.000002618024,0.00003403917,0.9991494,0.000007641345,0.000004512028,0.0004850043,0.00003498351,0.00003982696,0.00002443412,0.00001203865,0.0002042152,0.000001168076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953632,0.002784642,0.00006833173,0.0004467421,0.00001838061,0.000008320944,0.0002303154,0.000007573178,0.001072378],"genre_scores_gemma":[0.9986879,0.0006342469,0.00004538924,0.0001216977,0.00003775323,0.000003043437,0.0003755138,0.000001952062,0.00009245941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009391512,"threshold_uncertainty_score":0.01867372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02442405476985911,"score_gpt":0.2799718958129666,"score_spread":0.2555478410431075,"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."}}