{"id":"W2011870094","doi":"10.1016/j.jhep.2010.12.029","title":"Gamma-glutamyltransferase, general and cause-specific mortality in 19,000 construction workers followed over 20 years","year":2011,"lang":"en","type":"article","venue":"Journal of Hepatology","topic":"Sulfur Compounds in Biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Workers Compensation Board of British Columbia","funders":"Universität Heidelberg","keywords":"Gamma-glutamyltransferase; Medicine; Environmental health; Internal medicine; Biology; Biochemistry; Enzyme","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002977976,0.0001481686,0.0003271385,0.0001480715,0.00002887899,0.000008270199,0.0001673537,0.000290907,0.0001213948],"category_scores_gemma":[0.00003924337,0.0001419262,0.0001019299,0.00009287385,0.0003118623,0.000008903332,0.00004661482,0.0002208012,0.000002252521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003250474,"about_ca_system_score_gemma":0.00009940811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008385921,"about_ca_topic_score_gemma":0.0003008362,"domain_scores_codex":[0.9987121,0.0002048697,0.0004945027,0.0002387396,0.00009091009,0.0002588636],"domain_scores_gemma":[0.9994143,0.00002382924,0.0001847754,0.0002074528,0.00006078041,0.0001089005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004410753,0.00005327739,0.912123,0.000004583204,0.0001475871,0.000205891,0.0001000653,0.000004670263,0.08468419,0.0001174616,0.001137786,0.0009803692],"study_design_scores_gemma":[0.00286094,0.000702654,0.9475095,0.00001617924,0.00007173837,0.004140053,0.0001551553,0.00002049613,0.02531922,0.001086396,0.01778046,0.0003371612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968544,0.001402482,0.0003355073,0.00005581864,0.0008956031,0.00007871235,0.000009032327,0.000004672837,0.0003638341],"genre_scores_gemma":[0.9959123,0.0008268189,0.002831404,0.0001779708,0.000195568,0.000003209921,0.000009751173,0.00001559169,0.00002736035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05936497,"threshold_uncertainty_score":0.5787582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03036395794533631,"score_gpt":0.2672435293073338,"score_spread":0.2368795713619975,"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."}}