{"id":"W2887289592","doi":"10.21037/tau.2018.07.15","title":"Decreasing rates of venous thromboembolism after radical cystectomy: an encouraging trend and more work is still needed","year":2018,"lang":"en","type":"letter","venue":"Translational Andrology and Urology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Venous thromboembolism; Medicine; Cystectomy; Intensive care medicine; Bladder cancer; Cancer; Cause of death; General surgery; Surgery; Internal medicine; Thrombosis; Disease","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":[0.0002349422,0.0004096355,0.001357352,0.0003457254,0.0001231783,0.00001751655,0.0001083225,0.00110322,0.0005339875],"category_scores_gemma":[0.00001332224,0.0003579906,0.0001233851,0.000135725,0.001223988,0.00008844269,0.00004468645,0.0008289639,0.000005282515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001014881,"about_ca_system_score_gemma":0.00008614388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001192162,"about_ca_topic_score_gemma":0.00003754514,"domain_scores_codex":[0.9978862,0.0001913509,0.0004974255,0.0006859499,0.0002390338,0.0005000424],"domain_scores_gemma":[0.9990615,0.0002697109,0.0001760969,0.0002687183,0.00007520509,0.0001487201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.02021183,0.006148893,0.2190986,0.006889093,0.01534341,0.009724932,0.08249622,0.00005536776,0.000811526,0.00281855,0.5657543,0.07064722],"study_design_scores_gemma":[0.005491945,0.003830568,0.5190047,0.0002424917,0.003850377,0.001645844,0.0001187645,0.0004824631,0.00006802572,0.006899814,0.457537,0.0008279782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.686354,0.005012954,0.0000854371,0.3075164,0.0002647504,0.000386159,0.00007244812,0.0000365545,0.0002713365],"genre_scores_gemma":[0.7180924,0.000509145,0.0004707409,0.2788583,0.001531231,0.00004872757,0.0003766603,0.00004830395,0.00006450553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.299906,"threshold_uncertainty_score":0.9998872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922899608889473,"score_gpt":0.2830260685140403,"score_spread":0.2637970724251456,"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."}}