{"id":"W2774162032","doi":"10.1097/00007890-201407151-02135","title":"Clinical Prediction Models of Patient and Graft Survival in Kidney Transplant Recipients: A Systematic Review.","year":2014,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Kidney transplant; Kidney transplantation; Intensive care medicine; Internal medicine; Kidney; Surgery","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01717133,0.002027454,0.007793895,0.01345535,0.0004686271,0.002509709,0.003145767,0.001743058,0.003983808],"category_scores_gemma":[0.09222869,0.001008947,0.01140309,0.01176889,0.0007448313,0.002614165,0.00126429,0.001525502,0.0003595782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00360456,"about_ca_system_score_gemma":0.009872055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01271419,"about_ca_topic_score_gemma":0.02413356,"domain_scores_codex":[0.9846308,0.006836357,0.0052361,0.001003279,0.00211201,0.0001815104],"domain_scores_gemma":[0.8761661,0.1044587,0.01344706,0.00123856,0.004303,0.0003866172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001974012,0.00002389432,0.004221215,0.9284518,0.02619031,0.0001090585,0.0001534994,0.000777992,0.00004010246,0.0003623798,0.002651297,0.036821],"study_design_scores_gemma":[0.0003933981,0.0002512902,0.01234992,0.8057244,0.1603889,0.0004881406,0.0002581044,0.001638011,0.0001330579,0.001285493,0.01699147,0.00009782644],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001336752,0.9951767,0.0005985118,0.0004857841,0.00007994995,0.0003493411,0.001698308,0.00002718843,0.0002474042],"genre_scores_gemma":[0.05126292,0.941608,0.00340361,0.0006075561,0.0001339674,0.001291231,0.00154352,0.0000163828,0.0001329154],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9922061,"threshold_uncertainty_score":0.09081173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02781472593869009,"score_gpt":0.3122268794472653,"score_spread":0.2844121535085752,"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."}}