{"id":"W1869274478","doi":"10.1186/s12887-015-0465-x","title":"A clinically relevant method to screen for hepatic steatosis in overweight adolescents: a cross sectional study","year":2015,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; George & Fay Yee Centre for Healthcare Innovation; Manitoba Health; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Canadian Institutes of Health Research; Lawson Foundation; Manitoba Health Research Council; Canadian Diabetes Association","keywords":"Steatosis; Medicine; Overweight; Metabolic syndrome; Internal medicine; Waist; Fatty liver; Gastroenterology; Cross-sectional study; Triglyceride; Endocrinology; Body mass index; Obesity; Cholesterol; Pathology; Disease","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":[0.005224548,0.00064558,0.0004627705,0.001267251,0.000340462,0.0006666588,0.0004873184,0.0007852169,0.0008343795],"category_scores_gemma":[0.007835934,0.0003641262,0.0004278194,0.0006665324,0.0002647435,0.0005085979,0.000409417,0.0006800992,0.0004084601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000279433,"about_ca_system_score_gemma":0.0005055884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009427013,"about_ca_topic_score_gemma":0.001149305,"domain_scores_codex":[0.9982212,0.001015497,0.0001441956,0.0001888668,0.0003543283,0.00007578901],"domain_scores_gemma":[0.9961533,0.001007728,0.001131166,0.0002372086,0.001093873,0.0003765997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009034762,0.0001340394,0.9977015,0.00001110668,0.00003861705,0.00001593399,0.00001956884,0.0000457876,0.0001740746,0.000007821296,0.00004511528,0.001716114],"study_design_scores_gemma":[0.00004842218,0.001099991,0.9960473,0.00001614343,0.00008789213,0.000446491,0.00009273702,0.001579281,0.0002513292,0.00002840909,0.0002947441,0.000007208415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949293,0.0005678594,0.002803399,0.00009673856,0.00002674556,0.0004029156,0.0004143119,0.00002793419,0.0007307142],"genre_scores_gemma":[0.9940486,0.000157327,0.004743595,0.00006661987,0.00001894139,0.0002718493,0.0005305066,0.000006946008,0.0001555927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005224548,"threshold_uncertainty_score":0.02763033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07426052716885172,"score_gpt":0.4021613241598366,"score_spread":0.3279007969909848,"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."}}