{"id":"W4405118831","doi":"10.1016/j.aohep.2024.101717","title":"P-103 AN ELEVATED BASELINE LEVEL OF ALKALINE PHOSPHATASE, ALANINE AMINOTRANSFERASE, AND ASPARTATE AMINOTRANSFERASE PREDICT A LACK OF BIOCHEMICAL RESPONSE TO UDCA THERAPY AMONG HISPANIC PATIENTS LIVING WITH PRIMARY BILIARY CHOLANGITIS","year":2024,"lang":"en","type":"article","venue":"Annals of Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Alkaline phosphatase; Alanine aminotransferase; Internal medicine; Gastroenterology; Alanine transaminase; Aspartate Aminotransferases; Alanine; Enzyme; Biochemistry; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004343981,0.0003119628,0.0008529526,0.0002930863,0.00002723101,0.000008383783,0.0001122788,0.000143271,0.0001328182],"category_scores_gemma":[0.0001324606,0.0002380601,0.0001372374,0.0003822315,0.0002654706,0.0001520003,0.00003316348,0.0001399924,0.000003322926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002427474,"about_ca_system_score_gemma":0.0002261888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006306426,"about_ca_topic_score_gemma":0.00007273316,"domain_scores_codex":[0.9978324,0.0002586731,0.0006833449,0.0005393936,0.0003439742,0.0003421788],"domain_scores_gemma":[0.9981784,0.0005898697,0.00009673755,0.0004166457,0.0003834054,0.0003350049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01209987,0.00456235,0.8895119,0.001007708,0.001259166,0.0004025706,0.0007996248,0.000005524951,0.08220861,0.00004076691,0.003092215,0.005009641],"study_design_scores_gemma":[0.002722137,0.006357898,0.7521538,0.0009739423,0.0003428043,0.00002181265,0.00002441368,0.0002982538,0.2367016,0.000007974101,0.0002095058,0.0001858878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899129,0.004758448,0.00006155352,0.0008978254,0.00004580246,0.0008157242,0.003451492,0.0000460167,0.00001019574],"genre_scores_gemma":[0.99479,0.002668624,0.0002536208,0.0008042146,0.00002348682,0.00007103241,0.001318294,0.00004791606,0.00002281855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1544929,"threshold_uncertainty_score":0.9707808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0750100135962749,"score_gpt":0.3233135098631351,"score_spread":0.2483034962668602,"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."}}