{"id":"W1972779379","doi":"10.1016/s0049-3848(03)00347-5","title":"Epidemiology and management of venous thromboembolism in patients with cancer","year":2003,"lang":"en","type":"review","venue":"Thrombosis Research","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cancer; Thrombosis; Malignancy; Internal medicine; Colorectal cancer; Population; Breast cancer; Venous thrombosis; Low molecular weight heparin; Oncology; Intensive care medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002624211,0.0005558681,0.005860656,0.001053415,0.0001216457,0.00001230861,0.0003550469,0.0004055517,0.0003399399],"category_scores_gemma":[0.00007548955,0.0003980756,0.0002394214,0.001342765,0.0006119786,0.00007082082,0.0004298765,0.0009787937,0.00004328078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004897289,"about_ca_system_score_gemma":0.0002916931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006469146,"about_ca_topic_score_gemma":0.00006181857,"domain_scores_codex":[0.9946988,0.001024772,0.001152834,0.001020471,0.0009110424,0.00119203],"domain_scores_gemma":[0.9975976,0.0004943582,0.000358616,0.0009874679,0.0002889184,0.0002730504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005023068,0.003966565,0.01042774,0.1028082,0.003085906,0.00004090854,0.0001834371,0.000001942265,8.033726e-8,0.005261638,0.003061573,0.8711118],"study_design_scores_gemma":[0.00207356,0.001568057,0.3373842,0.05105563,0.002533149,0.000004052173,0.00009328678,0.000001241174,5.843337e-7,0.0001864961,0.6046029,0.0004968272],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003658099,0.9839927,0.000002440953,0.0001127247,0.0001330965,0.005110663,0.00005015033,0.00002339698,0.006916729],"genre_scores_gemma":[0.0006564936,0.9971055,0.0005590263,0.00008166997,0.0000499454,0.001121091,0.00009637306,0.0001242077,0.0002056308],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8706149,"threshold_uncertainty_score":0.9998471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2144527731848175,"score_gpt":0.4816528337825017,"score_spread":0.2672000605976842,"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."}}