{"id":"W3045883965","doi":"10.1016/s2352-3026(20)30219-2","title":"Is venous thromboembolism a preventable cause of death?","year":2020,"lang":"en","type":"letter","venue":"The Lancet Haematology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thrombosis and Atherosclerosis Research Institute; McMaster University","funders":"","keywords":"Medicine; Pulmonary embolism; Deep vein; Venous thrombosis; Perioperative; Surgeon general; Orthopedic surgery; Thrombosis; Randomized controlled trial; Surgery; Intensive care medicine; Public health; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000190956,0.0004557297,0.004570879,0.0001231335,0.0001104366,0.00002028613,0.0006962593,0.0005660086,0.0008017953],"category_scores_gemma":[0.00007712067,0.0003160936,0.0003455635,0.0002150666,0.0002578814,0.00003760424,0.0003563141,0.001579884,0.0004227225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006344421,"about_ca_system_score_gemma":0.0001802868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002842687,"about_ca_topic_score_gemma":0.00001198521,"domain_scores_codex":[0.9973226,0.0002069934,0.0006373139,0.0005803959,0.0004597795,0.0007928861],"domain_scores_gemma":[0.9976923,0.0002052671,0.0004769051,0.001441125,0.0001002681,0.00008408027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004056804,0.0002375969,0.0005121854,0.002914118,0.001279703,0.003451857,0.001085553,8.68002e-7,0.00002893745,0.001947978,0.9883233,0.0001773157],"study_design_scores_gemma":[0.001196179,0.0005107425,0.002711427,0.0005168611,0.003000765,0.001291348,0.0000613482,0.00001844455,0.0006869392,0.005119546,0.9845456,0.0003408209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01268382,0.002187982,0.00004069053,0.9724691,0.0006915656,0.001426459,0.0001264196,0.0001472851,0.01022666],"genre_scores_gemma":[0.03279594,0.002020572,0.0003391779,0.9591663,0.00388438,0.0001790971,0.0002071334,0.0001233329,0.00128403],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02011212,"threshold_uncertainty_score":0.9999291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0816195909306139,"score_gpt":0.3254530608087744,"score_spread":0.2438334698781605,"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."}}