{"id":"W7117905923","doi":"10.54393/pjhs.v6i12.3606","title":"Serum Liver Enzyme Patterns in Pediatric Hepatitis: A Systematic Review","year":2025,"lang":"","type":"article","venue":"Pakistan Journal of Health Sciences","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alanine aminotransferase; Liver enzyme; Viral hepatitis; Etiology; Autoimmune hepatitis; Population; Cohort; Hepatitis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005321094,0.001465972,0.006878062,0.01000015,0.0004852201,0.002114848,0.001612776,0.001389603,0.004309062],"category_scores_gemma":[0.02145992,0.0009505751,0.00734517,0.01006004,0.0005723878,0.001842418,0.001246963,0.0008932551,0.0002884617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002362271,"about_ca_system_score_gemma":0.008214653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00587956,"about_ca_topic_score_gemma":0.01544695,"domain_scores_codex":[0.9955681,0.001150154,0.001965476,0.0004346695,0.000720672,0.0001609322],"domain_scores_gemma":[0.9833065,0.01126039,0.003734456,0.000260001,0.001263584,0.0001750746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001844534,0.00001395253,0.001498525,0.9607943,0.009576651,0.0001268606,0.0001315274,0.0000875925,0.0001102004,0.0001224807,0.001289564,0.02606383],"study_design_scores_gemma":[0.0002735198,0.0002269069,0.008579399,0.8670144,0.102328,0.0008023937,0.0002740389,0.00009639001,0.0001583372,0.0002668049,0.01993524,0.00004453865],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001027503,0.9978874,0.00009928561,0.000143029,0.00005630551,0.0001849378,0.0004604816,0.000006149285,0.0001348547],"genre_scores_gemma":[0.01382397,0.9845084,0.0004588822,0.0003231836,0.00006948873,0.0004459062,0.0002975916,0.00000399367,0.00006860041],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01000015,"threshold_uncertainty_score":0.02814102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02427470519488239,"score_gpt":0.3756161414754172,"score_spread":0.3513414362805348,"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."}}