{"id":"W2790729016","doi":"10.1007/s12519-018-0126-x","title":"Establishment of age- and gender-specific pediatric reference intervals for liver function tests in healthy Han children","year":2018,"lang":"en","type":"article","venue":"World Journal of Pediatrics","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China; First Hospital of Jilin University; Jilin University; National Science Foundation","keywords":"Medicine; Bilirubin; Reference values; Albumin; Liver function; Alkaline phosphatase; Confidence interval; Internal medicine; Liver function tests; Gamma-glutamyltransferase; Direct bilirubin; Alanine aminotransferase; Alanine transaminase; Gastroenterology; Physiology; Biochemistry; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004115079,0.0001421431,0.0003775399,0.0007213666,0.00004581361,0.00002315028,0.00008042756,0.00005174598,0.00004946456],"category_scores_gemma":[0.00008466956,0.0001133456,0.0001101987,0.00047763,0.00004400561,0.0001394702,0.00003623867,0.0001650915,0.000003899077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001339786,"about_ca_system_score_gemma":0.0001963099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002297462,"about_ca_topic_score_gemma":0.000065024,"domain_scores_codex":[0.998623,0.00004719929,0.000614521,0.0001859631,0.0003181872,0.0002111238],"domain_scores_gemma":[0.9986413,0.0002013221,0.0004780065,0.0001461685,0.0003026829,0.0002305391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001271293,0.0009937185,0.9762583,0.0002595372,0.00005032679,0.00005902315,0.0003589097,0.000001605918,0.00001577309,0.0001818077,0.01119529,0.009354427],"study_design_scores_gemma":[0.003747834,0.00293983,0.9912371,0.00004475569,0.0006427668,0.0000288498,0.00003839615,0.000004799783,0.00004209817,0.0003876273,0.0007927783,0.00009318224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821253,0.0164144,0.0001636245,0.000267922,0.0003298473,0.0004516715,0.0000285408,0.000006469512,0.0002122333],"genre_scores_gemma":[0.9838039,0.01260851,0.001767483,0.0001702201,0.001570447,0.000009396213,0.00001454041,0.00001549246,0.00003997005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0149788,"threshold_uncertainty_score":0.4622099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05021789787078118,"score_gpt":0.3037738087389746,"score_spread":0.2535559108681934,"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."}}