{"id":"W4379769649","doi":"10.1097/tp.0000000000004644","title":"International Liver Transplantation Society Global Census: First Look at Pediatric Liver Transplantation Activity Around the World","year":2023,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"Children's Hospital of Pittsburgh; Kaohsiung Chang Gung Memorial Hospital; College of Medicine, Seoul National University; Sickkids Research Institute; Menofia University; Universitair Medisch Centrum Groningen; Hospital for Sick Children; Baskent Üniversitesi; Chang Gung Medical Foundation; University of Toronto; Seoul National University; King's College London; Ospedale Pediatrico Bambino Gesù; Medical Center, University of Pittsburgh; University of Pittsburgh; University of California, San Francisco; Children's Hospital of Philadelphia; Renji Hospital; National Center for Child Health and Development; Bharath Institute of Higher Education and Research; Ankara Universitesi","keywords":"Liver transplantation; Medicine; Transplantation; Liver disease; High income countries; Per capita; Per capita income; Demography; Gross national income; Developing country; Environmental health; Internal medicine; Population; Economic growth; Pathology","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":[0.0006696418,0.0005438947,0.0003508423,0.003293498,0.0002025485,0.000498822,0.0005298381,0.0002711122,0.004633301],"category_scores_gemma":[0.002302694,0.0002367253,0.000453003,0.005279796,0.0001466999,0.0009044398,0.0008298845,0.0007340131,0.00171232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105092,"about_ca_system_score_gemma":0.001761102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04814618,"about_ca_topic_score_gemma":0.03247843,"domain_scores_codex":[0.9994758,0.00007933452,0.0001002439,0.0000626956,0.0001960562,0.00008589878],"domain_scores_gemma":[0.9977663,0.000135256,0.0007980899,0.00006398034,0.0009683633,0.000268112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006091722,0.00005949473,0.5812885,0.001134588,0.0001202033,0.000103178,0.0006536128,0.0004303422,0.000272417,0.0008607089,0.3797711,0.03524499],"study_design_scores_gemma":[0.00001901588,0.00003010938,0.8958673,0.0004318804,0.00002769456,0.0002943889,0.0007894175,0.0004096368,0.0001157699,0.0001622726,0.1018359,0.00001661373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.129956,0.005294621,0.001223427,0.003444961,0.0003813895,0.0005170238,0.8333814,0.0005366675,0.02526436],"genre_scores_gemma":[0.3242436,0.01344085,0.005644254,0.001703598,0.0003535347,0.002205336,0.6459289,0.0001439237,0.006336003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04814618,"threshold_uncertainty_score":0.09573191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02129698319422654,"score_gpt":0.2853064804922769,"score_spread":0.2640094972980503,"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."}}