{"id":"W2371675368","doi":"","title":"Evaluation of Measurement Uncertainty of Gamma Glutamyltransferase in Clinical Biochemistry","year":2010,"lang":"en","type":"article","venue":"Kunming Yike Daxue xuebao","topic":"Pesticide Residue Analysis and Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clinical biochemistry; Measurement uncertainty; Traceability; Accreditation; Medical physics; Medical laboratory; Confidence interval; Medicine; Standard uncertainty; Pathology; Statistics; Medical education; Internal medicine; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03148322,0.0009112149,0.0008807661,0.002976674,0.0006267008,0.001631944,0.001047087,0.0009400366,0.0004210295],"category_scores_gemma":[0.1152662,0.0003123114,0.000970686,0.001872818,0.00104558,0.001579088,0.001526131,0.0009049006,0.00008045259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001240641,"about_ca_system_score_gemma":0.001305295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002165702,"about_ca_topic_score_gemma":0.001784113,"domain_scores_codex":[0.9597046,0.02467217,0.00276037,0.002239068,0.01023959,0.0003842211],"domain_scores_gemma":[0.8959549,0.0773865,0.009721218,0.004938725,0.01151654,0.0004821535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001842534,0.0002695802,0.364254,0.001300011,0.001614944,0.001065582,0.00242341,0.07321311,0.02911566,0.03055269,0.002787482,0.491561],"study_design_scores_gemma":[0.0001859406,0.001923677,0.2529778,0.00100643,0.00127526,0.005379935,0.001545341,0.5969529,0.06339619,0.06208542,0.01257509,0.0006961578],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1561781,0.004064842,0.8347741,0.0006927939,0.0001638494,0.0002333295,0.0002554964,0.0004582071,0.003179326],"genre_scores_gemma":[0.7560105,0.0004902876,0.2425884,0.0001635162,0.0001124348,0.0001922738,0.0001349602,0.00005104242,0.0002567141],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03148322,"threshold_uncertainty_score":0.1665012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06679637027611815,"score_gpt":0.31148403250015,"score_spread":0.2446876622240318,"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."}}