{"id":"W2952510707","doi":"10.1097/01.hs9.0000568164.69011.0e","title":"PB2425 THE IMPACT OF SPECIMEN VOLUME AND HAEMOLYSIS ON ROUTINE COAGULATION TEST RESULTS: REDUCING THE RECOLLECTION BURDEN IN A HIGH‐THROUGHPUT LABORATORY","year":2019,"lang":"en","type":"article","venue":"HemaSphere","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Prothrombin time; Coagulation testing; Medicine; Haemolysis; Fibrinogen; Coagulation; Partial thromboplastin time; Surgery; Pathology; Internal medicine; Immunology","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":[0.01024924,0.0005869687,0.0006623284,0.0006655047,0.0004527565,0.002102201,0.001176811,0.0004550259,0.003581393],"category_scores_gemma":[0.02737882,0.0002668076,0.0006343927,0.0008325792,0.0008105824,0.0009337323,0.001035,0.0005997071,0.0009201904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001525738,"about_ca_system_score_gemma":0.002802073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005765342,"about_ca_topic_score_gemma":0.0054052,"domain_scores_codex":[0.989374,0.003750692,0.0007285795,0.0006116134,0.005154122,0.0003810607],"domain_scores_gemma":[0.9742373,0.01149096,0.006579749,0.001356062,0.005338273,0.0009975227],"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":[0.01549885,0.002124733,0.4333735,0.002401753,0.0006409764,0.001384997,0.002207515,0.005417042,0.0885514,0.0006217941,0.006918344,0.440859],"study_design_scores_gemma":[0.0004641016,0.03120258,0.8368559,0.0004822662,0.0008381629,0.002528649,0.001238998,0.01573466,0.09270491,0.0007126922,0.01710287,0.0001341983],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806228,0.003504969,0.009022515,0.000930663,0.0001011814,0.0005484469,0.0003720966,0.0003451541,0.004552232],"genre_scores_gemma":[0.9820635,0.00097229,0.01446672,0.0001906248,0.0000749623,0.0002531054,0.0003230323,0.00005684169,0.001598998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01024924,"threshold_uncertainty_score":0.05420381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009792584339988671,"score_gpt":0.2631019778187466,"score_spread":0.2533093934787579,"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."}}