{"id":"W2990225215","doi":"10.1093/ejcts/ezz319","title":"International Delphi survey of the ESTS/AATS/ISTH task force on venous thromboembolism prophylaxis in thoracic surgery: the role of extended post-discharge prophylaxis","year":2019,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Delphi method; Cardiothoracic surgery; Low molecular weight heparin; Thrombosis; Delphi; Intensive care medicine; Surgery","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":[0.05106883,0.000678635,0.0005297291,0.002203687,0.002209376,0.001459065,0.0006701618,0.001740095,0.004528154],"category_scores_gemma":[0.04202966,0.0005357129,0.0008765244,0.001404222,0.001701799,0.002028456,0.004887326,0.001729027,0.0008788803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003295328,"about_ca_system_score_gemma":0.007382802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003236909,"about_ca_topic_score_gemma":0.002785982,"domain_scores_codex":[0.9711772,0.01928803,0.002518936,0.0009267508,0.002621384,0.003467779],"domain_scores_gemma":[0.9720977,0.01482245,0.001913809,0.001034385,0.008552489,0.001579168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001113592,0.001618715,0.1870242,0.003315506,0.0001811179,0.001528922,0.5362285,0.003072037,0.01011798,0.008099908,0.04274381,0.2049557],"study_design_scores_gemma":[0.0002835366,0.003300746,0.1939277,0.003114163,0.00009286146,0.001161613,0.6592713,0.009841857,0.003880674,0.004021147,0.1207825,0.0003218944],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591504,0.0003221002,0.01221309,0.003207629,0.0001714944,0.01024116,0.000791593,0.00006152745,0.01384094],"genre_scores_gemma":[0.9490681,0.001021724,0.01988892,0.003769315,0.00007401704,0.02225074,0.0006777674,0.00004331319,0.003206083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05106883,"threshold_uncertainty_score":0.270081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900617320755376,"score_gpt":0.2697720089126148,"score_spread":0.250765835705061,"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."}}