{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002131309,0.0006318126,0.001311695,0.000914578,0.0007909671,0.001121707,0.001204588,0.006773933,0.002222704],"category_scores_gemma":[0.01455556,0.000401637,0.0004281776,0.000754102,0.0007582989,0.001219829,0.0003749239,0.008022965,0.002082035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008836266,"about_ca_system_score_gemma":0.0006195419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008570979,"about_ca_topic_score_gemma":0.001601986,"domain_scores_codex":[0.9986285,0.0006523075,0.0001712037,0.0001800801,0.0002450767,0.0001227802],"domain_scores_gemma":[0.993885,0.003295577,0.0004540342,0.0002085563,0.001551511,0.0006053994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002671513,0.0006041966,0.09691335,0.0003914007,0.0002587533,0.02904312,0.0004093908,0.0004029518,0.002341335,0.001557963,0.7889177,0.07648832],"study_design_scores_gemma":[0.002735843,0.003304288,0.2541701,0.001623125,0.0010706,0.1233018,0.001547802,0.01662602,0.00578785,0.01448861,0.5747393,0.0006046054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03454706,0.009640508,0.0006379269,0.9122405,0.03654607,0.00004399249,0.0002365864,0.00008810568,0.006019199],"genre_scores_gemma":[0.2276059,0.01041756,0.001512648,0.5047048,0.2471736,0.0001313945,0.0002952054,0.00008671363,0.008072197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006773933,"threshold_uncertainty_score":0.0112716,"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."}}