{"id":"W4220683168","doi":"10.1055/a-1792-7720","title":"Growth Differentiation Factor-15, High-Sensitivity Cardiac Troponin T, and N-Terminal pro-B-type Natriuretic Peptide for Predicting Risk of Venous Thromboembolism in Ambulatory Cancer Patients Receiving Chemotherapy","year":2022,"lang":"en","type":"article","venue":"Thrombosis and Haemostasis","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Natriuretic peptide; Ambulatory; Internal medicine; Chemotherapy; Cardiology; Troponin T; Oncology; Heart failure; Myocardial infarction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001315097,0.0002460977,0.000583047,0.0004088625,0.0001646538,0.0003907886,0.0003029494,0.0003274441,0.0005976469],"category_scores_gemma":[0.003073703,0.0001529782,0.0005993553,0.0004554455,0.0001694915,0.0002293372,0.0003350807,0.0003793413,0.00008412686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003031378,"about_ca_system_score_gemma":0.0004016472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002557679,"about_ca_topic_score_gemma":0.003434149,"domain_scores_codex":[0.9993632,0.0003356415,0.00006299371,0.0001074625,0.00007669591,0.00005386971],"domain_scores_gemma":[0.9985886,0.000596752,0.0004120881,0.00007884311,0.00008500188,0.0002386719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002279618,0.00009375061,0.9932097,0.00001401353,0.0001336896,0.00002556052,0.00001967899,0.000444266,0.0002604907,0.00001228767,0.00009557114,0.003411405],"study_design_scores_gemma":[0.0002815306,0.00147277,0.9840804,0.0000134388,0.0001720724,0.0001590053,0.00007125163,0.01308978,0.000322773,0.00005891204,0.0002699242,0.000008208669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994792,0.000193462,0.0001011324,0.00002708581,0.000004203956,0.000009614981,0.0001074587,0.00000244508,0.00007543341],"genre_scores_gemma":[0.9994025,0.00006093932,0.0002457572,0.00001209708,0.000006614986,0.00001263565,0.0001950028,6.916223e-7,0.00006360863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002557679,"threshold_uncertainty_score":0.006955028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148880008401599,"score_gpt":0.2801508551878297,"score_spread":0.2586620551038137,"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."}}