{"id":"W2414143634","doi":"","title":"Accuracy of aPTT monitoring in critically ill patients treated with unfractionated heparin.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Partial thromboplastin time; Critically ill; Dosing; Receiver operating characteristic; Heparin; Gold standard (test); Internal medicine; Anesthesia; Gastroenterology; Coagulation","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":[0.004593713,0.0005378167,0.0006651049,0.001130706,0.0002322103,0.0008800652,0.0003581559,0.0008178229,0.0005422514],"category_scores_gemma":[0.02340649,0.0001988088,0.000352527,0.0008947051,0.0005322382,0.0005002455,0.0004350801,0.0005493092,0.0004209153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004050935,"about_ca_system_score_gemma":0.0003287973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008035942,"about_ca_topic_score_gemma":0.0004824566,"domain_scores_codex":[0.9950384,0.001707293,0.0008565852,0.0008699793,0.001349329,0.0001784067],"domain_scores_gemma":[0.9848126,0.008790065,0.003787832,0.0007164061,0.001464018,0.0004291555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001323942,0.00004021977,0.9525801,0.0001592304,0.000130374,0.0002212638,0.0002097686,0.0008332716,0.005879758,0.00007665948,0.0004342468,0.03811119],"study_design_scores_gemma":[0.00005587677,0.001557736,0.9580842,0.0001346619,0.0002617669,0.006348095,0.0001705073,0.01680119,0.01410972,0.0004520495,0.00198988,0.00003422493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780284,0.01069752,0.008101546,0.0003996622,0.0001346104,0.00004094703,0.0005333661,0.0002178879,0.001846035],"genre_scores_gemma":[0.9963526,0.0004318405,0.002752092,0.00006310772,0.00003451501,0.00001108755,0.0002655014,0.000007455572,0.00008179841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004593713,"threshold_uncertainty_score":0.0242942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02062705446474552,"score_gpt":0.2596823222503909,"score_spread":0.2390552677856454,"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."}}