{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000551992,0.0001462216,0.0003750832,0.00005791627,0.00008810852,0.00002723616,0.00007840945,0.00007148374,0.0003577779],"category_scores_gemma":[0.0002359213,0.00008252619,0.00007394978,0.0005270258,0.00005258627,0.00007514542,0.00005012076,0.0001756513,0.0000383915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002161606,"about_ca_system_score_gemma":0.00007708698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003993033,"about_ca_topic_score_gemma":0.0001880558,"domain_scores_codex":[0.9988769,0.0000844414,0.0003484969,0.0002749377,0.0002255825,0.0001896116],"domain_scores_gemma":[0.9989532,0.0002309406,0.0001951314,0.0004936762,0.00008899713,0.00003805442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003181566,0.003954296,0.4640513,0.0009127769,0.0017942,0.00009237693,0.02895042,0.04849029,0.02889839,0.001736705,0.3740627,0.0438749],"study_design_scores_gemma":[0.002683175,0.001249225,0.9854435,0.0004795501,0.0001482503,0.000008395376,0.001840109,0.004121463,0.001203445,0.0001112502,0.002571057,0.0001405634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877446,0.0003156142,0.000006318367,0.004258726,0.00010247,0.0009719454,0.00002923424,0.00002358143,0.006547487],"genre_scores_gemma":[0.9962778,0.0002049386,0.00009941486,0.0001217986,0.0001977835,0.00002920499,0.0000224821,0.00002069978,0.003025885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5213922,"threshold_uncertainty_score":0.6036298,"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."}}