{"id":"W3158698106","doi":"10.14309/ajg.0000000000001275","title":"Characteristics and Outcomes of Children With Cystic Fibrosis Hospitalized With Cirrhosis in the United States","year":2021,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Cirrhosis; Cystic fibrosis; Hepatic encephalopathy; Psychological intervention; Cohort; Pediatrics; Population; Encephalopathy; Cohort study; Internal medicine; Intensive care medicine; Environmental health; Psychiatry","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":[0.0003879566,0.0001795249,0.0002070215,0.000935725,0.0003151192,0.00040483,0.0002241204,0.0003289745,0.001140419],"category_scores_gemma":[0.001832372,0.0001469986,0.0003056559,0.001141536,0.0003082046,0.0004792303,0.0003748866,0.0004018856,0.0001052247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006260023,"about_ca_system_score_gemma":0.0005725949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01208003,"about_ca_topic_score_gemma":0.01697815,"domain_scores_codex":[0.9996262,0.00005511379,0.00007342527,0.00005719244,0.0000982163,0.000089956],"domain_scores_gemma":[0.9981171,0.0002086425,0.001180126,0.0000455138,0.0001350475,0.0003136606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009671612,0.000009301764,0.9994325,0.000004245256,0.000008553804,0.00003989946,0.00002750411,0.00002499706,0.00002485137,0.000008084504,0.00009540816,0.000314896],"study_design_scores_gemma":[0.000001730348,0.00002533505,0.9993222,0.00001031342,0.000005361444,0.0002721749,0.0001651026,0.00006915892,0.00002063256,0.00001038127,0.00009594131,0.000001735625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981686,0.0002846743,0.00003291999,0.0001263882,0.000006713869,0.000006122521,0.001075433,0.000003327716,0.0002958668],"genre_scores_gemma":[0.9985885,0.000203374,0.0000557196,0.00005459303,0.00001072578,0.000008938854,0.001025227,0.000001186657,0.00005173044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01208003,"threshold_uncertainty_score":0.02401948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004790196638512855,"score_gpt":0.2257285366760709,"score_spread":0.2209383400375581,"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."}}