{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004954287,0.0006404958,0.001411101,0.002708388,0.0003435197,0.0008656732,0.0007692511,0.001060458,0.004578],"category_scores_gemma":[0.001578726,0.0002924956,0.0005778664,0.002969899,0.0003748085,0.0009019072,0.0004859876,0.001013013,0.001104977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007259577,"about_ca_system_score_gemma":0.00164456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003618785,"about_ca_topic_score_gemma":0.007844687,"domain_scores_codex":[0.9996654,0.00009217896,0.00006451899,0.00005461439,0.00009914762,0.00002417785],"domain_scores_gemma":[0.9993153,0.0003539009,0.0001449281,0.00001419178,0.000122972,0.00004872679],"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":[0.00007364706,0.00007115641,0.001355311,0.06627201,0.0001617087,0.001019833,0.0001658708,0.0001366775,0.0002908684,0.0008001807,0.06913604,0.8605167],"study_design_scores_gemma":[0.0001117671,0.0002555053,0.02002654,0.1046162,0.0009512602,0.02048666,0.0005191852,0.0001904566,0.0002789987,0.001945543,0.8505662,0.00005170637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001158769,0.9990063,0.00002240037,0.0002528012,0.0001033127,0.000003821548,0.00001127271,0.000003575058,0.0004806314],"genre_scores_gemma":[0.001680923,0.997574,0.0000869566,0.0003167539,0.0001473065,0.000006337044,0.00002217593,8.231613e-7,0.0001646151],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004578,"threshold_uncertainty_score":0.01531494,"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."}}