{"id":"W2515637352","doi":"10.1111/trf.13760","title":"Platelet concentrate functionality assessed by thromboelastography or rotational thromboelastometry","year":2016,"lang":"en","type":"article","venue":"Transfusion","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of British Columbia","funders":"Svenska Forskningsrådet Formas; Canadian Blood Services; Burroughs Wellcome Fund","keywords":"Thromboelastometry; Thromboelastography; Buffy coat; Platelet; Thrombelastography; Microvesicle; In vivo; Chemistry; Andrology; Microvesicles; Medicine; Surgery; Immunology; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003522809,0.0003029393,0.0004284376,0.0002183133,0.0002029851,0.00003174295,0.0001144106,0.0002176983,0.003069192],"category_scores_gemma":[0.0001153238,0.0001948848,0.0001942724,0.0007870594,0.0002296378,0.000385825,0.00001386238,0.0002215292,0.0001902241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000159104,"about_ca_system_score_gemma":0.0002438201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003786497,"about_ca_topic_score_gemma":0.0000579635,"domain_scores_codex":[0.9974704,0.0001218413,0.0005084018,0.0005894853,0.0008767064,0.0004332029],"domain_scores_gemma":[0.9985842,0.000424207,0.0001216621,0.0003232399,0.0002860482,0.0002606603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00322869,0.00088627,0.05555602,0.000167667,0.0002365489,0.00003340194,0.0003576858,0.000004605229,0.8386154,0.0007280214,0.008103977,0.09208176],"study_design_scores_gemma":[0.01271706,0.00116776,0.8793753,0.0004283233,0.0001958421,0.0001018129,0.0003008241,0.0000471366,0.08552411,0.0006554883,0.0189559,0.0005304095],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567016,0.0001712339,0.0365853,0.002841614,0.0005955378,0.0007839764,0.0002676409,0.0002782758,0.001774836],"genre_scores_gemma":[0.9965985,0.0005392656,0.001303466,0.0005213947,0.0001644482,0.00005742751,0.0002443161,0.00005015111,0.0005210775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8238193,"threshold_uncertainty_score":0.9978421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02674406154014806,"score_gpt":0.2923703791974185,"score_spread":0.2656263176572705,"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."}}