{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004119411,0.0004386685,0.0003546892,0.0002525925,0.0005573906,0.00009516267,0.0002802284,0.0002412596,0.0004716917],"category_scores_gemma":[0.000008089874,0.0003634774,0.0004247474,0.001140659,0.000138504,0.000549708,0.00001300208,0.0003620923,0.0003543137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003894233,"about_ca_system_score_gemma":0.00009071967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002447191,"about_ca_topic_score_gemma":0.001557381,"domain_scores_codex":[0.9972243,0.0001126595,0.0005688273,0.0006317808,0.0009322324,0.0005302582],"domain_scores_gemma":[0.9987454,0.0003878475,0.0002207121,0.0003118284,0.0001577285,0.0001764346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02998577,0.002099978,0.7493991,0.06492731,0.001973232,0.01395517,0.05196867,0.003440316,0.009211583,0.006288935,0.04707719,0.01967274],"study_design_scores_gemma":[0.005971211,0.0001914476,0.9629028,0.000246084,0.002986245,0.001808645,0.0002144186,0.005164775,0.0156773,0.0001209213,0.004034863,0.0006812395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701154,0.0001971677,0.01487277,0.003915401,0.0008468818,0.001451551,0.002155711,0.001154176,0.005290898],"genre_scores_gemma":[0.839331,0.1526441,0.001042758,0.0006328922,0.0005705819,0.0001070311,0.004058985,0.00005964601,0.001552994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2135038,"threshold_uncertainty_score":0.9998817,"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."}}