{"id":"W3095924077","doi":"10.1111/petr.13891","title":"Multicenter data to improve health for pediatric renal transplant recipients in North America: Complementary approaches of NAPRTCS and IROC","year":2020,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Observational study; Life expectancy; Intensive care medicine; Quality of life (healthcare); Transplantation; Health care; Kidney transplantation; Clinical trial; Kidney disease; Pediatrics; Family medicine; Nursing; Surgery; Internal medicine; Population; Environmental health","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":[0.09148517,0.0007716991,0.001177992,0.005854927,0.002624884,0.006486038,0.003706658,0.002594805,0.006892066],"category_scores_gemma":[0.1440352,0.0005587456,0.002232982,0.008347347,0.00307051,0.008881079,0.01183811,0.0062289,0.0005862818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008036277,"about_ca_system_score_gemma":0.04756207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03529232,"about_ca_topic_score_gemma":0.0594921,"domain_scores_codex":[0.9594176,0.02730364,0.004478566,0.002228884,0.005252936,0.001318323],"domain_scores_gemma":[0.8206638,0.08044716,0.02350053,0.01789966,0.04333495,0.01415396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007013399,0.000431223,0.07392559,0.011723,0.001755931,0.0002475772,0.006434451,0.001460475,0.0006120104,0.09161351,0.1783296,0.6327652],"study_design_scores_gemma":[0.0008432219,0.0007914145,0.1062002,0.04247063,0.001613337,0.000432253,0.00600838,0.001449902,0.001238731,0.03895513,0.7997274,0.0002694068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02902628,0.212531,0.01916025,0.6617817,0.01063302,0.002082896,0.01173138,0.0005652675,0.05248829],"genre_scores_gemma":[0.34258,0.2453172,0.1393332,0.2212857,0.01902617,0.008562464,0.01709681,0.0006283304,0.006170156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09148517,"threshold_uncertainty_score":0.4838256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120255538572336,"score_gpt":0.322158080689351,"score_spread":0.2101325268321174,"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."}}