{"id":"W2163216045","doi":"10.1155/2013/256426","title":"Mild Hypertransaminasemia in Primary Care","year":2013,"lang":"en","type":"review","venue":"ISRN Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Asymptomatic; Autoimmune hepatitis; Elevated transaminases; Internal medicine; Gastroenterology; Hepatitis; Liver disease; Liver biopsy; Liver function tests; Liver injury; Alanine transaminase; Differential diagnosis; Etiology; Physical examination; Biopsy; Pathology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000343361,0.0004385889,0.002485934,0.0002641358,0.00002569922,0.000008237024,0.0001346789,0.0005383181,0.0003132629],"category_scores_gemma":[0.00001182353,0.0003168275,0.0005569846,0.0001836555,0.00007242374,0.0000309795,0.00004623458,0.0003626305,0.0008889592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006690072,"about_ca_system_score_gemma":0.0007705212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000330936,"about_ca_topic_score_gemma":0.0001537746,"domain_scores_codex":[0.9982505,0.0001380357,0.0005153284,0.00054475,0.0001453382,0.0004060161],"domain_scores_gemma":[0.9989656,0.0001684181,0.0001140409,0.0005107437,0.00005372165,0.0001874807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001122703,0.000335745,0.03307508,0.03582615,0.0002695799,0.00133943,0.0000459044,1.056538e-8,5.978547e-8,0.00003787313,0.001537322,0.9275216],"study_design_scores_gemma":[0.0009582632,0.0001572659,0.003941536,0.01046968,0.002563722,0.0002390374,0.00001702428,5.291035e-7,0.000001441864,0.000005164257,0.9813739,0.0002724451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001748756,0.9920625,2.828559e-7,0.00007392508,0.0002348681,0.001771054,0.0001080272,0.00004610593,0.0039545],"genre_scores_gemma":[0.0004464733,0.9959826,0.00009893157,0.0003125815,0.0000978982,0.001143145,0.001628167,0.00006331227,0.0002268168],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9798366,"threshold_uncertainty_score":0.9999284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05523954323245313,"score_gpt":0.3325207501587192,"score_spread":0.2772812069262661,"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."}}