{"id":"W2741616986","doi":"10.1097/mpg.0000000000001676","title":"Cystic Fibrosis–related Liver Disease","year":2017,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Cystic Fibrosis Trust","keywords":"Medicine; Hepatology; Cystic fibrosis; Liver disease; Intensive care medicine; Disease; Internal medicine; Gastroenterology","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":[0.0002633074,0.00009550061,0.0002628401,0.0002091318,0.0001799992,0.00003674163,0.0001140739,0.00005978354,0.00005791679],"category_scores_gemma":[0.0006394977,0.00007785462,0.0001092319,0.00003222623,0.0001656375,0.0002850329,0.00005131097,0.0002953507,0.000008076958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003056111,"about_ca_system_score_gemma":0.0000471334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002897295,"about_ca_topic_score_gemma":0.000001953492,"domain_scores_codex":[0.9990315,0.00006951446,0.0003291722,0.0001221473,0.0002253966,0.0002222387],"domain_scores_gemma":[0.9988211,0.00007975601,0.0004020607,0.0001735734,0.0001896047,0.0003338675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01341362,0.0006675276,0.9760112,0.0005248847,0.00008287081,0.001044869,0.00003211888,0.000002244321,0.001669593,0.00003043855,0.005148591,0.001372066],"study_design_scores_gemma":[0.004979589,0.003249651,0.988965,0.0001080047,0.0003867301,0.0009659756,0.00001280541,0.0001433961,0.00002751762,0.0006712812,0.000449475,0.00004054185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927124,0.004009216,0.0004507463,0.002400473,0.0002329628,0.0001550056,0.0000131264,0.000006944646,0.00001908264],"genre_scores_gemma":[0.9919707,0.004701478,0.002399703,0.0000757474,0.0007879275,0.000004662166,0.000006323554,0.000008099074,0.00004538728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01295385,"threshold_uncertainty_score":0.3174819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141067894617323,"score_gpt":0.281502062183747,"score_spread":0.2700913832375738,"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."}}