{"id":"W3126421736","doi":"10.1055/s-0040-1722611","title":"Pregnancy-Associated Venous Thromboembolism: Insights from GARFIELD-VTE","year":2021,"lang":"en","type":"article","venue":"TH Open","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thrombosis and Atherosclerosis Research Institute; McMaster University","funders":"Canadian Institutes of Health Research; LEO Pharma; National Heart, Lung, and Blood Institute; Heart and Stroke Foundation of Canada; American Heart Association; Sanofi; Servier; Daiichi-Sankyo; Pfizer; Bristol-Myers Squibb","keywords":"Medicine; Pulmonary embolism; Pregnancy; Hazard ratio; Deep vein; Venous thromboembolism; Confidence interval; Thrombosis; Obstetrics; Internal medicine","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":[0.0000934971,0.0002370657,0.001001954,0.00005392743,0.000185521,0.0001769577,0.0004219187,0.0001555793,0.002636694],"category_scores_gemma":[0.0001384212,0.0002128921,0.0001286131,0.0003043804,0.00004170444,0.0002099032,0.0007062703,0.0002410109,0.000497143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001085556,"about_ca_system_score_gemma":0.0002610516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001741574,"about_ca_topic_score_gemma":0.0007688396,"domain_scores_codex":[0.9982579,0.0001065063,0.0003507722,0.0005462012,0.0003531757,0.0003853871],"domain_scores_gemma":[0.9986138,0.0000828012,0.0001311741,0.0008003445,0.0001721251,0.0001998016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000524228,0.04777718,0.01902965,0.0009025353,0.0142102,0.0144807,0.0353343,0.00009895587,0.04273676,0.09165069,0.5926182,0.1406366],"study_design_scores_gemma":[0.008083289,0.001050497,0.8125249,0.003502158,0.001890039,0.00002982625,0.001900385,0.0001418685,0.02599031,0.0188942,0.1249641,0.001028412],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.711924,0.004303165,0.00005468742,0.00290145,0.0008271143,0.00141873,0.00004134838,0.0001658281,0.2783637],"genre_scores_gemma":[0.9870428,0.001184932,0.0006519938,0.004583157,0.0001992098,0.0001151722,0.0003568861,0.00005551046,0.005810365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7934952,"threshold_uncertainty_score":0.998275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03355686561711401,"score_gpt":0.3026664080716421,"score_spread":0.2691095424545281,"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."}}