{"id":"W2600640557","doi":"10.14740/jh318e","title":"Experimental Research of Blood Collected From the Peripheral Side of the Fluid Infusion Site That Is Not Affected by Fluid Infusion","year":2017,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Intravenous Infusion Technology and Safety","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Venous blood; Blood collection; Anesthesia; Surgery; Nuclear medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006143181,0.0001744128,0.0005501783,0.000125822,0.0005793194,0.00002191184,0.00103457,0.0004011116,0.000350048],"category_scores_gemma":[0.0003915856,0.0001058089,0.0001878465,0.0001669048,0.0006030151,0.0001070068,0.0003524834,0.0008358215,0.000005093087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004995087,"about_ca_system_score_gemma":0.00008908396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001536949,"about_ca_topic_score_gemma":0.00007337876,"domain_scores_codex":[0.9981635,0.0002560873,0.000660918,0.0001341788,0.0004712143,0.0003140821],"domain_scores_gemma":[0.9980958,0.0003630372,0.0004706446,0.000727485,0.0002927598,0.00005024438],"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":[0.0002260742,0.0002094961,0.002588939,0.00002510371,0.0001761389,0.00002818483,0.002128537,0.00002613244,0.9820594,0.0002803756,0.01196213,0.0002895541],"study_design_scores_gemma":[0.001465975,0.0003620708,0.01267257,0.0001689258,0.00005454783,0.0003098456,0.0004633425,0.0007237875,0.9826322,0.0002550607,0.0007927799,0.00009889034],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953103,0.001991714,0.00005940313,0.001093345,0.000510747,0.0002184356,0.00004227603,0.00002357537,0.0007502228],"genre_scores_gemma":[0.9992162,0.0003277436,0.0002126181,0.00008861561,0.00005108592,0.000004829672,0.000002696522,0.00002259934,0.00007363831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01116935,"threshold_uncertainty_score":0.4455715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135552960399037,"score_gpt":0.2810362650819684,"score_spread":0.2596807354779781,"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."}}