{"id":"W2963406563","doi":"10.1111/petr.13537","title":"Barriers to ideal outcomes after pediatric liver transplantation","year":2019,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Institutes of Health","keywords":"Medicine; Liver transplantation; Ideal (ethics); Transplantation; Intensive care medicine; MEDLINE; Pediatrics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002324185,0.0003797019,0.0004539961,0.0006869923,0.00009465955,0.00004563628,0.00014694,0.0002262983,0.001693033],"category_scores_gemma":[0.00002315244,0.0003452495,0.0002513774,0.0006777715,0.00001662158,0.0003456589,0.000006558269,0.0002777876,0.001076029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008098158,"about_ca_system_score_gemma":0.0001955574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008570393,"about_ca_topic_score_gemma":0.00004000647,"domain_scores_codex":[0.997596,0.00006574186,0.0006184958,0.0005770676,0.0006590202,0.0004836509],"domain_scores_gemma":[0.9986941,0.0001667716,0.0001167608,0.0003102759,0.0001230794,0.0005890393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00106428,0.00004764258,0.9917748,0.004311791,0.00001999749,0.0003651031,0.001883695,0.00003505013,0.00007036858,0.0001201707,0.0001708402,0.0001362916],"study_design_scores_gemma":[0.002728508,0.0002809042,0.9925185,0.00002785373,0.001859044,0.0002063751,0.00003593853,0.00003018154,0.00165842,0.00003486628,0.0001881727,0.0004312246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879099,0.0002694519,0.007649216,0.0005761276,0.000495551,0.0013722,0.0002503444,0.0004265447,0.001050711],"genre_scores_gemma":[0.9492788,0.04358587,0.003816842,0.001875233,0.000363295,0.000120706,0.0002686883,0.00007101474,0.0006195484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04331642,"threshold_uncertainty_score":0.9998999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006162676042817252,"score_gpt":0.2464354164402558,"score_spread":0.2402727403974385,"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."}}