{"id":"W2910427174","doi":"10.3138/canlivj.2018-0006","title":"Serial liver transaminases have no prognostic value in non-alcoholic fatty liver disease","year":2019,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System; Western University; University of Manitoba","funders":"","keywords":"Internal medicine; Medicine; Gastroenterology; Fatty liver; Cirrhosis; Hepatocellular carcinoma; Liver function tests; Histopathology; Liver function; Logistic regression; Alcoholic liver disease; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001005383,0.0003514897,0.0004155304,0.0005475378,0.0004070893,0.0005872854,0.000383041,0.000590074,0.001541742],"category_scores_gemma":[0.006087277,0.0001528754,0.0003174295,0.0006569671,0.0004347117,0.0005156926,0.0003128165,0.0008473485,0.0002483068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005404516,"about_ca_system_score_gemma":0.0007403176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004493898,"about_ca_topic_score_gemma":0.007575717,"domain_scores_codex":[0.9996734,0.00008593363,0.00004713402,0.00005459795,0.00007952301,0.00005944983],"domain_scores_gemma":[0.994857,0.001204542,0.001741007,0.0001974341,0.0005990846,0.001401035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001961014,0.00001213393,0.9984477,0.000004517028,0.000008695413,0.00005952804,0.000009349195,0.0000260767,0.00008588812,0.000004172364,0.00003642483,0.001109419],"study_design_scores_gemma":[0.00001322352,0.0002558007,0.9986463,0.000009081947,0.00002596787,0.00044089,0.00005565304,0.0003231654,0.00008513896,0.00003298211,0.0001088132,0.000003137057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980844,0.0009521389,0.00006561921,0.0001663712,0.00002317469,0.00000528881,0.0001168685,0.000003986872,0.000582058],"genre_scores_gemma":[0.999605,0.000107233,0.00005934805,0.00001767048,0.00002453434,0.000001487933,0.0001241738,6.80591e-7,0.00005993137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004493898,"threshold_uncertainty_score":0.008935452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331656135098534,"score_gpt":0.2274016387072492,"score_spread":0.2140850773562639,"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."}}