{"id":"W2311203793","doi":"10.1007/s11239-015-1309-0","title":"Guidance for the treatment and prevention of obstetric-associated venous thromboembolism","year":2016,"lang":"en","type":"article","venue":"Journal of Thrombosis and Thrombolysis","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":435,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Thrombosis and Atherosclerosis Research Institute; McMaster University","funders":"Janssen Pharmaceuticals; University of Ottawa; LEO Pharma; Pfizer; Heart and Stroke Foundation of Canada; Daiichi Sankyo Europe; Sanofi; Eli Lilly Canada; GlaxoSmithKline; Daiichi-Sankyo; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Pulmonary embolism; Venous thromboembolism; Intensive care medicine; Deep vein; Thrombosis; Pregnancy; Expert opinion; Venous thrombosis; Population; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0007074802,0.0002633032,0.001483302,0.0002228434,0.0001981441,0.00003762343,0.0001478576,0.0001192658,0.00006330694],"category_scores_gemma":[0.0002927852,0.0001305573,0.0004879828,0.0002736654,0.0002304674,0.0001960552,0.00005349212,0.00008099995,0.000001295326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001588624,"about_ca_system_score_gemma":0.00008899036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005445273,"about_ca_topic_score_gemma":0.00002559083,"domain_scores_codex":[0.9981522,0.00007987327,0.0008573738,0.000259567,0.0003477622,0.0003032141],"domain_scores_gemma":[0.9973801,0.0007809612,0.0009497072,0.0003280354,0.0004110683,0.0001501571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007310147,0.01908368,0.08070052,0.001202104,0.03897251,0.00002338859,0.008911585,0.0000396942,0.1815036,0.01230646,0.01698172,0.6395437],"study_design_scores_gemma":[0.006657262,0.00902562,0.9538977,0.001138285,0.007743969,0.00003622486,0.0008445329,0.00005460314,0.009392658,0.003130494,0.007802396,0.0002763239],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843297,0.008737034,0.00146191,0.004058832,0.0004017266,0.0007913478,0.00003182083,0.00001491412,0.0001727137],"genre_scores_gemma":[0.9502547,0.04821552,0.000989111,0.0001371889,0.0001804434,0.00003494342,0.00000211032,0.00003170291,0.0001543221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8731971,"threshold_uncertainty_score":0.5323972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03886587616547778,"score_gpt":0.3132426030717382,"score_spread":0.2743767269062604,"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."}}