{"id":"W2806921827","doi":"10.1016/j.clinbiochem.2018.06.002","title":"Evaluation of BD Vacutainer® Barricor™ blood collection tubes for routine chemistry testing on a Roche Cobas® 8000 Platform","year":2018,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Saint John Regional Hospital","funders":"","keywords":"Vacutainer; Hematology analyzer; Chromatography; Analyte; Chemistry; Blood collection; Roche Diagnostics; Analytical Chemistry (journal); Medicine; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007165753,0.0002515512,0.0006799277,0.00002617358,0.0001483062,0.00002617822,0.0001650744,0.0005583243,0.0002913835],"category_scores_gemma":[0.07278655,0.0002202123,0.0003191491,0.0004038824,0.0003006392,0.00006301897,0.00005700274,0.000491812,0.00001772779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000110811,"about_ca_system_score_gemma":0.000897037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001033838,"about_ca_topic_score_gemma":0.00000254965,"domain_scores_codex":[0.9966123,0.0001217366,0.001473855,0.0006732853,0.0008042212,0.0003146484],"domain_scores_gemma":[0.9911793,0.004238123,0.0005545096,0.0006933814,0.003018661,0.0003160216],"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":[0.008277402,0.006085669,0.05577664,0.001262055,0.001465078,0.000009887794,0.00008084807,0.00000935499,0.875006,0.00005440776,0.005346107,0.04662658],"study_design_scores_gemma":[0.02099083,0.004639595,0.007213664,0.0006470545,0.004165822,0.00004032197,0.0002399646,0.02704317,0.9318638,0.0005797247,0.002070092,0.0005059995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920538,0.000163547,0.0001049995,0.000976669,0.0002384694,0.0006880146,0.00008110191,0.000076431,0.005616986],"genre_scores_gemma":[0.994726,0.0000169272,0.001381392,0.0008546288,0.002328378,0.00007845192,0.0001008432,0.00003145411,0.000481899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06562079,"threshold_uncertainty_score":0.9350238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2256712210676395,"score_gpt":0.4679801975899512,"score_spread":0.2423089765223117,"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."}}