{"id":"W3031292493","doi":"10.1002/ejhf.1920","title":"Baseline Cardiovascular Risk Assessment in Cancer Patients Scheduled to Receive Cardiotoxic Cancer Therapies: A Position Statement and New Risk Assessment Tools from the Cardio-Oncology Study Group of the Heart Failure Association of the European Society of Cardiology in Collaboration with the International Cardio-Oncology Society","year":2020,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":770,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ted Rogers Centre for Heart Research; Toronto General Hospital; University of Toronto; University Health Network; Sinai Health System; Mount Sinai Hospital","funders":"Cilag; National Heart, Lung, and Blood Institute; Pharmacyclics; Ipsen; National Cancer Institute; Servier; Astellas Pharma; Eisai; Daiichi-Sankyo; Deutsche Forschungsgemeinschaft; Bundesministerium für Bildung und Forschung; National Institute for Health and Care Research; Sanofi; Abiomed; Pfizer; Incyte; Intas Pharmaceuticals; CTI Biopharma; Fondation Leducq; Novo Nordisk; MyoKardia; Accuray; Amicus Therapeutics; Regeneron Pharmaceuticals; Boston Scientific Corporation; AstraZeneca; Barts Charity; Karyopharm Therapeutics; Alere; Audentes Therapeutics; Amgen; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Celgene; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Internal medicine; Cancer; Cardiotoxicity; Oncology; Trastuzumab; Risk assessment; Heart failure; Intensive care medicine; Breast cancer; Chemotherapy","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":[0.009503444,0.0006931904,0.0007598512,0.001416141,0.0003556296,0.001365807,0.000428243,0.0009925942,0.001126967],"category_scores_gemma":[0.01182356,0.0001861457,0.001349452,0.001196307,0.0002089187,0.0007493286,0.0008300422,0.001759001,0.0004903596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005024928,"about_ca_system_score_gemma":0.001052635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008889824,"about_ca_topic_score_gemma":0.001856337,"domain_scores_codex":[0.9974255,0.001030973,0.0005487116,0.0001544704,0.0007409751,0.00009932715],"domain_scores_gemma":[0.9885434,0.003992004,0.004224631,0.0003443171,0.002123624,0.0007720218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003053219,0.0004890053,0.6944434,0.0008634354,0.001177571,0.000202618,0.0004644,0.003285092,0.001267476,0.002196509,0.03487123,0.257686],"study_design_scores_gemma":[0.001320596,0.003624638,0.9182522,0.001476005,0.001365484,0.0009157841,0.000480075,0.01236476,0.002198381,0.006034732,0.051737,0.0002301903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7101334,0.04785314,0.1014077,0.05348688,0.003544296,0.005798087,0.03941403,0.001066768,0.03729567],"genre_scores_gemma":[0.8456344,0.01227379,0.09619792,0.005705934,0.001962211,0.005070112,0.02596626,0.0001389137,0.007050502],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009503444,"threshold_uncertainty_score":0.05025959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810643388680444,"score_gpt":0.291954862261243,"score_spread":0.2738484283744386,"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."}}