{"id":"W2142238762","doi":"10.1373/clinchem.2007.087304","title":"Alanine Aminotransferase as an Independent Predictor of Incident Nonalcoholic Fatty Liver Disease","year":2007,"lang":"en","type":"letter","venue":"Clinical Chemistry","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Japan Science and Technology Agency; York University","keywords":"Nonalcoholic fatty liver disease; Alanine aminotransferase; Internal medicine; Alanine transaminase; Alanine; Medicine; Fatty liver; Gastroenterology; Endocrinology; Chemistry; Disease; Biochemistry; Amino acid","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000347056,0.0006091406,0.001211814,0.00006199963,0.00004734272,0.00002574176,0.0003833,0.001351662,0.002513126],"category_scores_gemma":[0.0003731767,0.0005164245,0.001039756,0.0001093917,0.0003968601,0.00006795197,0.0001332474,0.002011565,0.0001428048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002098301,"about_ca_system_score_gemma":0.0007634719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008275,"about_ca_topic_score_gemma":0.000002581048,"domain_scores_codex":[0.9955885,0.00009158325,0.001412563,0.001120944,0.001252591,0.0005338092],"domain_scores_gemma":[0.9961442,0.0005008135,0.000379087,0.001326675,0.0003117896,0.001337405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00118199,0.005557757,0.717742,0.002683629,0.001283544,0.02199605,0.00003712293,4.909258e-7,0.00009390548,0.000002702308,0.2485758,0.0008449506],"study_design_scores_gemma":[0.007627176,0.001011766,0.8872184,0.001416569,0.00618313,0.0001102747,0.00001510942,0.00002759318,0.00649961,0.0000653973,0.08898988,0.0008350703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586315,0.001308713,0.000006581892,0.03676455,0.0002670395,0.0008106606,0.001100902,0.00009657238,0.001013486],"genre_scores_gemma":[0.7606587,0.001114535,0.0000665511,0.2212981,0.007276042,0.0001244982,0.007210458,0.0001174785,0.002133624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1979728,"threshold_uncertainty_score":0.9999448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04887945750011472,"score_gpt":0.3538664440944428,"score_spread":0.304986986594328,"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."}}