{"id":"W2297059555","doi":"10.1111/tri.12775","title":"Early renal function recovery and long-term graft survival in kidney transplantation","year":2016,"lang":"en","type":"article","venue":"Transplant International","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Royal Victoria Hospital; Toronto General Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Kidney transplantation; Urology; Transplantation; Renal function; Internal medicine; Cohort; Surgery; Oncology","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":[0.0001165923,0.0001771482,0.000206426,0.0002491936,0.00003498992,0.00002486904,0.00006593686,0.00009096287,0.0003869476],"category_scores_gemma":[0.000007477284,0.0001222216,0.00009177246,0.00008336188,0.00004357184,0.0002962149,0.000003166355,0.00009916577,0.00005123577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006888318,"about_ca_system_score_gemma":0.00004792868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006502667,"about_ca_topic_score_gemma":0.0001107084,"domain_scores_codex":[0.9987731,0.00003758667,0.0003333919,0.0003050022,0.0003553356,0.0001955671],"domain_scores_gemma":[0.9995407,0.00009753553,0.00005755668,0.00009441937,0.00004918621,0.0001605601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004151209,0.0001581274,0.9715267,0.0001632464,0.0002644685,0.0005090778,0.0002065411,0.000002076157,0.01436228,0.000884742,0.000009369367,0.007762133],"study_design_scores_gemma":[0.007812207,0.0002672803,0.9872332,0.001658373,0.00017649,0.0003823525,0.000003035995,0.00001120121,0.002014146,0.0002075337,0.00008673486,0.000147419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815203,0.00004444068,0.01352301,0.001277091,0.0006870588,0.0002605072,0.0004606101,0.00005418501,0.002172816],"genre_scores_gemma":[0.9951298,0.002144506,0.0001659972,0.000238325,0.0001063939,0.00002564069,0.0005797971,0.0000187999,0.001590785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01570649,"threshold_uncertainty_score":0.4984053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868122104088685,"score_gpt":0.2719679763688762,"score_spread":0.2532867553279893,"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."}}