{"id":"W2059171776","doi":"10.1097/tp.0b013e31827a938f","title":"Risks and Benefits of Preemptive Second Kidney Transplantation","year":2012,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Medicine; Hazard ratio; Transplantation; Confidence interval; Kidney transplantation; Surgery; Internal medicine; Proportional hazards model","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":[0.0001111992,0.000153586,0.0002376751,0.0001260714,0.00005007845,0.000006792776,0.00002692113,0.00008719921,0.0002111756],"category_scores_gemma":[0.000004628425,0.0001308802,0.00006790277,0.0001141237,0.00004662246,0.0002982228,0.000001306205,0.00008227563,0.00001597227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001643624,"about_ca_system_score_gemma":0.00002741972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000550959,"about_ca_topic_score_gemma":0.00001790939,"domain_scores_codex":[0.9991056,0.00003621989,0.0002873309,0.0001559473,0.0002137234,0.0002011959],"domain_scores_gemma":[0.9994552,0.0000805645,0.00009244711,0.00009322113,0.0000538236,0.0002247271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002537732,0.0004144366,0.9570457,0.005103758,0.0003747756,0.0000279314,0.01269908,0.00003916051,0.01286085,0.002911306,0.00001976481,0.005965563],"study_design_scores_gemma":[0.004272465,0.0002083118,0.9099693,0.000462658,0.0007597313,0.0003694413,0.00006824399,0.00001763532,0.08366797,0.00003747576,0.0000488617,0.0001179456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99219,0.0004448467,0.001912263,0.00007909966,0.0001052243,0.0004074003,0.0004889205,0.00003741158,0.004334855],"genre_scores_gemma":[0.9941953,0.00271775,0.001903358,0.0001537732,0.00004981474,0.0000205704,0.000749343,0.00001767039,0.0001923795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07080713,"threshold_uncertainty_score":0.533714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05029533123474483,"score_gpt":0.3105895277285065,"score_spread":0.2602941964937617,"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."}}