{"id":"W2598443937","doi":"10.1097/mpg.0000000000001581","title":"Management of Pediatric Nonalcoholic Fatty Liver Disease by Academic Hepatologists in Canada","year":2017,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; BC Children's Hospital; University of Toronto","funders":"","keywords":"Medicine; Nonalcoholic fatty liver disease; Liver biopsy; Hepatology; Internal medicine; Context (archaeology); Fatty liver; Body mass index; Liver disease; Disease; Gastroenterology; Pediatrics; Biopsy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009219786,0.0001863975,0.0002011992,0.0007884484,0.002172896,0.0009054241,0.0009180111,0.0002981309,0.001959251],"category_scores_gemma":[0.005048299,0.0001659169,0.0001752984,0.002696774,0.0006964065,0.0003009883,0.0009298472,0.0005396928,0.0001370459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03078174,"about_ca_system_score_gemma":0.0530115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9474982,"about_ca_topic_score_gemma":0.9757549,"domain_scores_codex":[0.9980972,0.0002487731,0.0001382637,0.0001492793,0.0006742101,0.0006922804],"domain_scores_gemma":[0.9925648,0.0004878332,0.002032987,0.0001000042,0.00228139,0.002532989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006915201,0.00005426624,0.9579042,0.0001478805,0.00002528167,0.0008618534,0.001581854,0.0003233487,0.0002409677,0.0004493733,0.006024587,0.03231731],"study_design_scores_gemma":[0.00002253115,0.00004899276,0.9844848,0.0002379525,0.00002136529,0.001042853,0.006203583,0.0004946626,0.0001979657,0.0001142092,0.00711379,0.00001724692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704171,0.008348008,0.0003466881,0.007480894,0.00008825304,0.00009716903,0.00132552,0.00003766073,0.01185866],"genre_scores_gemma":[0.9932277,0.004079596,0.0008125252,0.0008183513,0.00002809784,0.00002050966,0.0004642929,0.000008369331,0.0005406711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0525018,"threshold_uncertainty_score":0.2233382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607204090361608,"score_gpt":0.2635446649944713,"score_spread":0.2474726240908552,"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."}}