{"id":"W2982411659","doi":"10.1111/petr.13597","title":"Kidney transplant practice patterns and outcome benchmarks over 30 years: The 2018 report of the NAPRTCS","year":2019,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Cumulative incidence; Incidence (geometry); Cohort; Transplantation; Kidney transplantation; Cohort study; Intensive care medicine; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002601431,0.0002003158,0.0002692008,0.003549378,0.0004923428,0.001370868,0.0007086648,0.0003804715,0.001222146],"category_scores_gemma":[0.009726969,0.0001463126,0.000425231,0.004340529,0.0002876318,0.00105281,0.001297857,0.0007551573,0.0003074398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003550319,"about_ca_system_score_gemma":0.006324872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08971667,"about_ca_topic_score_gemma":0.1025247,"domain_scores_codex":[0.9975921,0.0002931957,0.0004642936,0.0003804365,0.0009839317,0.0002860495],"domain_scores_gemma":[0.9853174,0.001664378,0.006099047,0.0003831302,0.005069106,0.001466966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005079088,0.00003484826,0.9741799,0.0001000258,0.00006275582,0.0001080058,0.0007127604,0.0005391557,0.0001033327,0.0003496182,0.01048302,0.01327566],"study_design_scores_gemma":[0.000005050329,0.00005052851,0.988235,0.0001603819,0.00002529675,0.0005304975,0.0009658751,0.0005982209,0.0002217024,0.00009804975,0.009090598,0.00001873123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374951,0.002774641,0.001039511,0.003835951,0.0001122523,0.0001104557,0.04291308,0.0001962453,0.01152285],"genre_scores_gemma":[0.9636607,0.002431456,0.001572317,0.0005489376,0.0001376629,0.0001467894,0.03068053,0.00006090368,0.0007607876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08971667,"threshold_uncertainty_score":0.178389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01242674426753867,"score_gpt":0.2837923432608164,"score_spread":0.2713655989932778,"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."}}