{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007452266,0.0002750136,0.001131902,0.0000549084,0.0001728394,0.00004236971,0.0003695462,0.0001092469,0.00001001652],"category_scores_gemma":[0.0002851532,0.0001494975,0.0008269752,0.0006589008,0.0001472931,0.0001865472,0.0001811938,0.001200635,3.24418e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00144778,"about_ca_system_score_gemma":0.001110035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007760567,"about_ca_topic_score_gemma":0.0009877306,"domain_scores_codex":[0.988429,0.00869113,0.001084238,0.000376905,0.001174801,0.0002439171],"domain_scores_gemma":[0.9965939,0.0005253809,0.001327905,0.0004377275,0.001008281,0.0001067938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004623849,0.0002277013,0.8705326,0.00003947725,0.006332282,0.000007168038,0.02118723,0.02499526,0.04815552,0.000001921261,0.02440265,0.003655842],"study_design_scores_gemma":[0.008480371,0.001648053,0.9219007,0.0003051827,0.001211845,0.00001239491,0.02216912,0.000149676,0.002851124,0.000005016007,0.0411128,0.0001536661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9242976,0.0005975621,0.001054327,0.07135078,0.0003103652,0.002017495,0.0003147129,0.000006549865,0.00005063221],"genre_scores_gemma":[0.9940104,0.0009303112,0.002753034,0.001476939,0.0007259018,0.00003713329,0.00002099092,0.00004102347,0.000004291538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06987384,"threshold_uncertainty_score":0.6096329,"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."}}