{"id":"W2911779914","doi":"10.1002/lt.25421","title":"A Multidisciplinary Approach to Pretransplant and Posttransplant Management of Cystic Fibrosis–Associated Liver Disease","year":2019,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Bristol-Myers Squibb Foundation; Cystic Fibrosis Foundation","keywords":"Medicine; Cystic fibrosis; Liver transplantation; Portal hypertension; Liver disease; Internal medicine; Intensive care medicine; Disease; Gastroenterology; Transplantation; Cirrhosis","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":[],"consensus_categories":[],"category_scores_codex":[0.0001367197,0.00019799,0.0002913982,0.0001898732,0.00004552352,0.00001346971,0.00009505525,0.00006124251,0.0000992485],"category_scores_gemma":[0.000006344011,0.0001766729,0.0000741334,0.0002440768,0.00006457773,0.0001262566,0.00001739118,0.0001114928,0.00007020091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004251691,"about_ca_system_score_gemma":0.0000287046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006285056,"about_ca_topic_score_gemma":0.000009843146,"domain_scores_codex":[0.9984553,0.00006181682,0.0002710183,0.0004272728,0.0004853184,0.000299284],"domain_scores_gemma":[0.9992484,0.0001069678,0.00005784063,0.0002252493,0.00005402927,0.0003075029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.07098278,0.006476266,0.2673648,0.1525898,0.002500136,0.00557735,0.02479674,0.004184844,0.4459705,0.009302085,0.0002534559,0.0100013],"study_design_scores_gemma":[0.00335758,0.0005447246,0.979714,0.002813195,0.0007756323,0.00009940959,0.0001498601,0.008460485,0.003736961,0.00003093248,0.00005732283,0.0002598744],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767151,0.0008725986,0.01500746,0.00005337692,0.00004759992,0.002144914,0.000564319,0.00008175197,0.004512811],"genre_scores_gemma":[0.9737774,0.001590149,0.02256865,0.00002515455,0.00001120791,0.00006411003,0.0005141342,0.00004052191,0.001408733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7123492,"threshold_uncertainty_score":0.7204514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229704503976591,"score_gpt":0.2636674249691933,"score_spread":0.2513703799294274,"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."}}