{"id":"W7073824743","doi":"","title":"Associations of cardiovascular risk factors with venous thromboembolism","year":2018,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Medical Research Council; University of California, San Francisco; Graduate School of Public Health, University of Pittsburgh; Weill Cornell Medical College; Universität Greifswald; Universität Ulm; Göteborgs Universitet; Westfälische Wilhelms-Universität Münster; Tel Aviv University; Lunds Universitet; Wageningen University and Research; Feinberg School of Medicine; Universiteit Utrecht; Cleveland Clinic; Rijksuniversiteit Groningen; Háskóli Íslands; City University of New York; University of Bristol; London School of Hygiene and Tropical Medicine; British Heart Foundation; University of Pittsburgh; University of Dundee; Vrije Universiteit Amsterdam; Uppsala Universitet; University of Washington; Deutsches Krebsforschungszentrum; Université Laval; Monash University; University College London; University of Southampton; Norwegian Institute of Public Health; Centers for Disease Control and Prevention; Portland State University; University of California, San Diego; University of Glasgow; Strong; Itä-Suomen Yliopisto; Rijksinstituut voor Volksgezondheid en Milieu; Trakya Üniversitesi; University of South Carolina; Northwestern University","keywords":"Venous thromboembolism; Risk factor; Disease; Pulmonary embolism; Population; Risk assessment; Thrombosis; Incidence (geometry); MEDLINE","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001137075,0.0001151849,0.0003635706,0.00007973793,0.0001119159,0.000004429221,0.0002029996,0.00008965992,0.0002273904],"category_scores_gemma":[0.00001002906,0.0001266814,0.0001833394,0.0001926446,0.0002122534,0.00009842819,0.00006564998,0.0001388574,0.00003612418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006142087,"about_ca_system_score_gemma":0.00002656651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007826083,"about_ca_topic_score_gemma":0.000111887,"domain_scores_codex":[0.9993374,0.00001804419,0.0001000493,0.0001472029,0.0002228354,0.0001744712],"domain_scores_gemma":[0.9993812,0.00002489675,0.0000820157,0.0003362216,0.0001103143,0.0000653001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002548566,0.001842614,0.4280417,0.000854017,0.03179938,0.00009903504,0.3873442,0.1113742,0.01571575,0.003205149,0.001048614,0.01842055],"study_design_scores_gemma":[0.002193183,0.0004520333,0.9465166,0.0001224105,0.001179319,0.000005744178,0.01694076,0.007862385,0.012612,0.0008625702,0.01038563,0.0008674217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867678,0.00004528771,0.007497263,0.000002742069,0.00009765122,0.0001214213,0.0002055903,0.00009155456,0.005170731],"genre_scores_gemma":[0.9988401,0.00005840836,0.0009999778,8.353685e-7,0.00001898595,1.186807e-7,0.00001318706,0.00001489917,0.00005347219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5184749,"threshold_uncertainty_score":0.5165918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168254785039386,"score_gpt":0.1678834963359817,"score_spread":0.1562009484855878,"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."}}