{"id":"W4221022834","doi":"10.1097/pg9.0000000000000181","title":"Evaluation of Hepatitis in Pediatric Patients With Presumed Nonalcoholic Fatty Liver Disease","year":2022,"lang":"en","type":"article","venue":"JPGN Reports","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster Children's Hospital; Western University; McMaster University","funders":"McMaster University","keywords":"Hepatology; Nonalcoholic fatty liver disease; Medicine; Internal medicine; Gastroenterology; Etiology; Liver disease; Pediatric gastroenterology; Differential diagnosis; Steatosis; Disease; Chronic liver disease; Fatty liver; Cirrhosis; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003665583,0.00009928899,0.0001814506,0.0001359851,0.00004489733,0.000004324223,0.000026867,0.00001462421,0.0007640143],"category_scores_gemma":[0.0001097444,0.00008071407,0.00006807294,0.0002385412,0.0000153676,0.00006015168,0.00005001442,0.00006407043,0.000002408127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000281278,"about_ca_system_score_gemma":0.0004565234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004079024,"about_ca_topic_score_gemma":0.0000504486,"domain_scores_codex":[0.9977248,0.0001122805,0.0002979053,0.0002706623,0.001466662,0.0001276426],"domain_scores_gemma":[0.9990076,0.00002782726,0.0002277551,0.0003110881,0.0002813734,0.0001442987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000146309,0.002582551,0.9926717,0.00006057742,0.00006668563,0.0009711371,0.0001332959,0.0002922178,5.914782e-7,0.000003453819,0.00035133,0.002720211],"study_design_scores_gemma":[0.002154561,0.0002362729,0.9956102,0.00002480831,0.001427851,0.000007351019,0.000006884917,0.000306413,0.00002007847,0.00005300066,0.00007393647,0.00007857999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970151,0.0009227493,7.30713e-7,0.00005528222,0.00008917216,0.001374188,0.00004959658,0.00001366727,0.0004794988],"genre_scores_gemma":[0.9986493,0.00006422208,0.00003218632,0.00006537346,0.0000337944,0.0007625146,0.0003439609,0.00001371579,0.0000349382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002938622,"threshold_uncertainty_score":0.8365421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846223854167076,"score_gpt":0.260507275075209,"score_spread":0.2420450365335383,"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."}}