{"id":"W4402254741","doi":"10.1093/ndt/gfae144","title":"Worldwide organization and structures for kidney transplantation services","year":2024,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary; University of Alberta","funders":"University of Alberta; International Society of Nephrology","keywords":"Medicine; Interquartile range; Transplantation; Developing country; Kidney transplantation; Environmental health; Family medicine; Economic growth; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002269223,0.0005394683,0.0004850548,0.002707101,0.0007647823,0.002074405,0.001089727,0.001133895,0.09228171],"category_scores_gemma":[0.005697749,0.0002257917,0.0004157733,0.006090166,0.0003509705,0.001041192,0.001941467,0.001553095,0.02747291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002410663,"about_ca_system_score_gemma":0.01704978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02073778,"about_ca_topic_score_gemma":0.01045115,"domain_scores_codex":[0.9976305,0.0005525184,0.0002754645,0.0002029084,0.000842944,0.0004957369],"domain_scores_gemma":[0.9928468,0.0008039923,0.001337295,0.0003309277,0.003146169,0.001534905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006456296,0.00006471745,0.0115947,0.0005685161,0.00004695277,0.0000666995,0.0001019578,0.0001667197,0.0002217504,0.009317793,0.7975931,0.1801926],"study_design_scores_gemma":[0.0000591133,0.00002615119,0.02246045,0.0006178807,0.00002056784,0.0001596309,0.0001739124,0.0002538571,0.00009558075,0.002359536,0.9737571,0.00001619721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01327846,0.03840895,0.007146664,0.08605608,0.009416129,0.001530878,0.1713511,0.002897391,0.6699143],"genre_scores_gemma":[0.1971302,0.06743032,0.03765205,0.0361245,0.006245724,0.004235407,0.2544801,0.001612937,0.3950889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09228171,"threshold_uncertainty_score":0.3087131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006430965700939155,"score_gpt":0.2488748449969825,"score_spread":0.2424438792960433,"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."}}