{"id":"W2212933327","doi":"10.1111/ajt.13687","title":"Perioperative Complications After Living Kidney Donation: A National Study","year":2015,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Medicine; Kidney donation; Perioperative; Donation; Intensive care medicine; Kidney transplantation; Kidney; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004869563,0.0001251636,0.0002495229,0.0003374712,0.00006341191,0.00003820499,0.00007392746,0.00002497327,0.00008656101],"category_scores_gemma":[0.0001203214,0.0001096881,0.00008242764,0.0004143635,0.00009588915,0.0003742256,0.00000300671,0.0001776478,0.00002754957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001451545,"about_ca_system_score_gemma":0.0005604008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002311953,"about_ca_topic_score_gemma":0.00002079006,"domain_scores_codex":[0.9983269,0.000146702,0.0004942525,0.0001400776,0.000781177,0.0001109183],"domain_scores_gemma":[0.9979173,0.0001119451,0.0002933331,0.00007813332,0.001317241,0.0002820538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005625303,0.003852106,0.8301778,0.0001980697,0.0009764004,0.000481754,0.1367983,0.0008501854,0.003991635,0.001661688,0.0007778251,0.01460887],"study_design_scores_gemma":[0.003996613,0.002351915,0.982779,0.0002560035,0.0004248973,0.001709735,0.006913497,0.0002731824,0.0003570925,0.00006816514,0.0006946018,0.0001752529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777832,0.00004121973,0.01512894,0.003091716,0.0001790723,0.0003631028,0.00004640456,0.000030412,0.003335931],"genre_scores_gemma":[0.9945369,0.00005293739,0.003881487,0.001199919,0.0001555658,0.00002036531,0.00005258747,0.00001673806,0.00008346127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1526012,"threshold_uncertainty_score":0.4472951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02477078371742694,"score_gpt":0.3139710912651503,"score_spread":0.2892003075477233,"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."}}