{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006606691,0.0002412459,0.0002800777,0.00113113,0.0005612027,0.0005880761,0.0003131059,0.0003234445,0.001753177],"category_scores_gemma":[0.003387297,0.0002015511,0.0001819721,0.00087722,0.0005044958,0.0006011835,0.0004433615,0.0005690994,0.000236534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005355554,"about_ca_system_score_gemma":0.0007914964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003584137,"about_ca_topic_score_gemma":0.005934593,"domain_scores_codex":[0.9993082,0.0001443545,0.0001344226,0.00007988268,0.0002188738,0.0001143366],"domain_scores_gemma":[0.9977132,0.0004401562,0.001271573,0.00005483181,0.0002064431,0.0003138388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001644716,0.00000897089,0.9958793,0.00001298791,0.000003107266,0.001986338,0.00008527284,0.00001495735,0.0001139446,0.00001266519,0.0001372721,0.001728718],"study_design_scores_gemma":[0.000005868313,0.0001338633,0.9646364,0.00009445559,0.00001613835,0.03266327,0.001184992,0.0001504194,0.0004131712,0.00003757528,0.0006584848,0.000005410001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954136,0.002067353,0.000179556,0.0002279611,0.00001976333,0.0000257935,0.0001851417,0.00001567371,0.0018651],"genre_scores_gemma":[0.9982314,0.001082443,0.0002981634,0.0001054222,0.00002606635,0.00001036002,0.0001623271,0.000003614421,0.00008014658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003584137,"threshold_uncertainty_score":0.00712657,"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."}}