{"id":"W2146505528","doi":"10.1136/jclinpath-2014-202466","title":"Suitability of Becton Dickinson Vacutainer rapid serum tube for collecting and storing blood samples for antibiotic and anticonvulsant drug monitoring","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Pathology","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Horizon Health Network; University Health Network; SickKids Foundation; Dalhousie University; University of Toronto; Dr. Everett Chalmers Regional Hospital; Saint John Regional Hospital","funders":"","keywords":"Vacutainer; Medicine; Drug; Antibiotics; Pharmacology; Microbiology; Internal medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005379417,0.000725437,0.0005907335,0.001246397,0.00054401,0.001220231,0.001191826,0.001339655,0.003503996],"category_scores_gemma":[0.007745958,0.0003527299,0.0003622627,0.0007123472,0.0006880984,0.0006912578,0.0004429304,0.0005357162,0.002943604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005557842,"about_ca_system_score_gemma":0.001472552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008794256,"about_ca_topic_score_gemma":0.001510605,"domain_scores_codex":[0.9905882,0.002684604,0.0008838214,0.001265077,0.0043285,0.0002498821],"domain_scores_gemma":[0.995402,0.001100617,0.0005711472,0.0003608431,0.002390277,0.0001750767],"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":[0.002516466,0.0005121908,0.04960134,0.001137743,0.0001234482,0.0008298215,0.0005896731,0.0006290784,0.7797011,0.002082494,0.01693503,0.1453417],"study_design_scores_gemma":[0.0003950465,0.00390516,0.08929488,0.0007000868,0.0004087497,0.01288844,0.0005972282,0.0120731,0.7683889,0.001668484,0.1095082,0.0001717365],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4654242,0.0327777,0.4444193,0.009110078,0.005159308,0.006394876,0.006283361,0.009526534,0.02090467],"genre_scores_gemma":[0.3735996,0.007522924,0.59076,0.004239825,0.000983182,0.004383724,0.006321498,0.000531868,0.01165743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005379417,"threshold_uncertainty_score":0.02844948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1273291986773027,"score_gpt":0.4469168387160883,"score_spread":0.3195876400387856,"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."}}