{"id":"W2014456361","doi":"10.1016/j.clinbiochem.2014.06.070","title":"On-board stability of QC materials on Siemens Vista 1500® analyzer","year":2014,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Paraoxonase enzyme and polymorphisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trillium Health Centre","funders":"","keywords":"Internal medicine; Endocrinology; Arylesterase; Paraoxonase; Apolipoprotein B; Cholesterol; High-density lipoprotein; Chemistry; Triglyceride; Lipoprotein; Lipoprotein particle; PON1; Very low-density lipoprotein; Medicine; Biochemistry; Oxidative stress; Gene","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":[0.0007990444,0.0002385472,0.0004043468,0.00001816856,0.00004407931,0.00001498105,0.0003292871,0.0004237351,0.0003248134],"category_scores_gemma":[0.001291273,0.0002108526,0.0002557232,0.00006519345,0.0003146113,0.000001594283,0.000119301,0.00016886,0.00008864173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001199809,"about_ca_system_score_gemma":0.00007829699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009725529,"about_ca_topic_score_gemma":0.00000186324,"domain_scores_codex":[0.9979997,0.0001697501,0.0006965276,0.000655658,0.0001974273,0.0002809866],"domain_scores_gemma":[0.9981447,0.0002210226,0.0002388737,0.00112648,0.00008564644,0.0001833017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004611718,0.0003762477,0.002182988,0.00005028861,0.00006628545,0.00000162557,0.000003495777,0.000002381694,0.9816746,0.0001262813,0.014639,0.0004156892],"study_design_scores_gemma":[0.0007230912,0.0006743557,0.001750472,0.00003157128,0.00002858732,0.000001212345,0.000006717449,0.000005754784,0.9879393,0.000136623,0.008469454,0.0002328517],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939879,0.00007304267,0.00009449189,0.0001922243,0.0002910342,0.00009586343,0.0001909377,0.00001677803,0.005057754],"genre_scores_gemma":[0.9970948,0.00004741193,0.0001224042,0.001087318,0.0006562264,0.00001079714,0.0003040256,0.00002251737,0.0006545249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006264762,"threshold_uncertainty_score":0.8598318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02541719077540985,"score_gpt":0.3263358489003683,"score_spread":0.3009186581249584,"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."}}