{"id":"W2725135029","doi":"10.1111/petr.13006","title":"Incidence and risk factors of early surgical complications in young renal transplant recipients: A persistent challenge","year":2017,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster Children's Hospital; University Health Network; SickKids Foundation; University of Toronto; Institute for Clinical Evaluative Sciences; Public Health Ontario; Hospital for Sick Children","funders":"Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Medicine; Incidence (geometry); Complication; Surgery; Cumulative incidence; Thrombosis; Renal transplant; Young adult; Cumulative risk; Transplantation; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001929156,0.0001052307,0.0002141623,0.0001337242,0.0001323662,0.00001637633,0.00009416819,0.00007880595,0.000004857289],"category_scores_gemma":[0.0000291784,0.0000837293,0.0001042738,0.00006410136,0.00007903385,0.0001444864,0.000007386936,0.0001558407,0.000002135891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001698112,"about_ca_system_score_gemma":0.0000245905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175073,"about_ca_topic_score_gemma":0.0003373414,"domain_scores_codex":[0.9991286,0.00005372088,0.0002628711,0.0002141077,0.0002047451,0.0001359668],"domain_scores_gemma":[0.9994422,0.00008328923,0.000155798,0.0002043259,0.00004617575,0.00006819893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002238752,0.00009713171,0.9954571,0.0001209355,0.00002065622,0.00006410349,0.003420819,0.00001283185,0.00008390676,0.00005701998,5.40932e-7,0.0004410399],"study_design_scores_gemma":[0.001560261,0.0002752986,0.9971064,0.00008354626,0.0004322554,0.0001432395,0.00004094678,0.0001008046,0.0001328167,0.00003677981,0.000002706533,0.00008491807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983682,0.0004116259,0.0002475897,0.00009393773,0.00005091973,0.0002386366,0.0001012473,0.00001796089,0.0004699053],"genre_scores_gemma":[0.9530681,0.04660403,0.0001923562,0.000001152847,0.0000435624,0.00001622694,0.00005368707,0.000006299626,0.00001452809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0461924,"threshold_uncertainty_score":0.3414382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03408383253244711,"score_gpt":0.2848797132481206,"score_spread":0.2507958807156735,"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."}}