{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002686524,0.0004843204,0.0005162255,0.001139222,0.002377468,0.002102762,0.0008903463,0.001749463,0.003344237],"category_scores_gemma":[0.003399256,0.0001788425,0.0006220647,0.0004196857,0.0008277908,0.001477889,0.00414386,0.00439877,0.0006691496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001454937,"about_ca_system_score_gemma":0.005414206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00162675,"about_ca_topic_score_gemma":0.005739102,"domain_scores_codex":[0.9981545,0.0008036332,0.0002413589,0.0001615477,0.000349775,0.0002891871],"domain_scores_gemma":[0.9973974,0.0003712953,0.0002312878,0.00005724938,0.0003819262,0.001560854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002105739,0.001723025,0.04245234,0.002172822,0.0002258998,0.02318015,0.01054901,0.003577726,0.006105325,0.01038738,0.1502887,0.7491271],"study_design_scores_gemma":[0.0002337938,0.002276946,0.1226763,0.01980738,0.0002765507,0.08501314,0.03728827,0.005970405,0.002064707,0.04949676,0.6744369,0.0004589797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1573566,0.2068523,0.146755,0.3205516,0.02351627,0.003767732,0.0002520036,0.001403309,0.1395452],"genre_scores_gemma":[0.5845073,0.1421136,0.1506296,0.07089806,0.02344571,0.002277643,0.0004518081,0.000200772,0.02547568],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003344237,"threshold_uncertainty_score":0.0142079,"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."}}