{"id":"W2913647495","doi":"10.1097/mpg.0000000000002287","title":"The Impact of Increased Allocation Priority for Children Awaiting Liver Transplant","year":2019,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Allergy and Infectious Diseases; National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality; National Institute of Diabetes and Digestive and Kidney Diseases; U.S. Food and Drug Administration","keywords":"Medicine; Liver transplantation; Waiting list; United Network for Organ Sharing; Schema (genetic algorithms); Organ procurement; Pediatrics; Transplantation; Surgery","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":[0.00300423,0.0003791101,0.0003145039,0.000330398,0.0002560828,0.0008836199,0.0005576781,0.000379863,0.003669666],"category_scores_gemma":[0.0123309,0.0001401014,0.0006831614,0.0003549429,0.0003820094,0.0008442738,0.001181977,0.0007807866,0.0001581838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002633623,"about_ca_system_score_gemma":0.00345812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00990063,"about_ca_topic_score_gemma":0.01274122,"domain_scores_codex":[0.997512,0.00128181,0.0001308591,0.0002667698,0.0003929236,0.0004156822],"domain_scores_gemma":[0.9940059,0.002034865,0.002525648,0.0002207977,0.000325994,0.0008868213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00327982,0.0004484894,0.8978125,0.0003473542,0.0005911997,0.0002456807,0.0002880885,0.03461661,0.001364271,0.00297571,0.00206294,0.05596733],"study_design_scores_gemma":[0.0008488341,0.006992674,0.9470916,0.0003844339,0.0006034124,0.001271694,0.002099894,0.02736074,0.00392318,0.002580308,0.006790424,0.00005296119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994927,0.000646874,0.0009551338,0.0009016459,0.000052844,0.00005363753,0.00036114,0.0000126088,0.002088991],"genre_scores_gemma":[0.9984263,0.0001721109,0.0008280816,0.0001809046,0.00002270051,0.00002175477,0.0001956185,0.000004709163,0.0001478408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00990063,"threshold_uncertainty_score":0.01968598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006779528520776845,"score_gpt":0.2612766063330439,"score_spread":0.254497077812267,"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."}}