{"id":"W2580969230","doi":"10.21037/jtd.2017.01.38","title":"Practice patterns in venous thromboembolism (VTE) prophylaxis in thoracic surgery: a comprehensive Canadian Delphi survey","year":2017,"lang":"en","type":"article","venue":"Journal of Thoracic Disease","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; St. Joseph’s Healthcare Hamilton; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Venous thromboembolism; Cardiothoracic surgery; Delphi method; Delphi; Intensive care medicine; General surgery; Surgery; Thrombosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01102772,0.0004113588,0.0004091825,0.002750788,0.003486085,0.001593452,0.0009611634,0.000982058,0.001961306],"category_scores_gemma":[0.01647667,0.0004099817,0.0006919832,0.00359308,0.001776327,0.0006786964,0.002169141,0.0006782489,0.000189003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0294649,"about_ca_system_score_gemma":0.0498636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9155485,"about_ca_topic_score_gemma":0.8880976,"domain_scores_codex":[0.9917082,0.002154326,0.0005850899,0.0005893452,0.00283825,0.002124753],"domain_scores_gemma":[0.987093,0.003400943,0.001334662,0.0002353132,0.006038577,0.001897426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003455751,0.0001757315,0.7051101,0.001699574,0.0001172338,0.0006361773,0.2171237,0.000673192,0.001695022,0.001030945,0.008142206,0.06325052],"study_design_scores_gemma":[0.00003160624,0.0002082293,0.8620563,0.0006214018,0.00003454915,0.0003032488,0.1218239,0.001754667,0.0002627696,0.000166111,0.01261818,0.0001190333],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916958,0.0007284158,0.0005557275,0.001682144,0.00001893749,0.0006801724,0.0009013197,0.00001340518,0.003724096],"genre_scores_gemma":[0.9966878,0.0007423793,0.001020088,0.0004132294,0.000004739176,0.0003425802,0.0003248753,0.000004786336,0.0004594638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0844515,"threshold_uncertainty_score":0.2137838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05897563569522959,"score_gpt":0.3842853345869237,"score_spread":0.3253096988916941,"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."}}