{"id":"W4221098374","doi":"10.1016/j.jaccao.2022.01.100","title":"Incident Cardiovascular Disease Among Adults With Cancer","year":2022,"lang":"en","type":"article","venue":"JACC CardioOncology","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Myocardial infarction; Cancer; Heart failure; Stroke (engine); Internal medicine; Pulmonary embolism; Population; Retrospective cohort study; Disease; Cohort; Cohort study; Lung cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003759604,0.0001983245,0.0006507079,0.0001277626,0.0002441819,0.00001143603,0.0001172002,0.00008265697,0.0003528653],"category_scores_gemma":[0.0000357489,0.0001830991,0.0006319907,0.0003362015,0.0001250926,0.00007549012,0.0001163799,0.0004254445,0.000008816642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008567286,"about_ca_system_score_gemma":0.0004933687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00058584,"about_ca_topic_score_gemma":0.0000521735,"domain_scores_codex":[0.9980239,0.0002205853,0.0001911443,0.000503852,0.0007133089,0.000347254],"domain_scores_gemma":[0.9988251,0.00004293817,0.00008408389,0.0006406092,0.0001246027,0.0002826164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01471061,0.0009247203,0.686263,0.0007142477,0.01763229,0.009679334,0.006301097,0.06690053,0.01386831,0.0005052048,0.02060826,0.1618924],"study_design_scores_gemma":[0.01413868,0.001399991,0.5615215,0.0001338364,0.003356854,0.001102463,0.002767588,0.0004857916,0.01021513,0.00006401408,0.4040723,0.0007418534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896553,0.002631626,0.0002255891,0.001239483,0.0005213204,0.001083691,0.0000534195,0.0001237663,0.004465812],"genre_scores_gemma":[0.9957027,0.0002533608,0.00007751732,0.001270334,0.0006781655,0.001291119,0.00008839144,0.00004892949,0.00058942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3834641,"threshold_uncertainty_score":0.7466563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188548707807497,"score_gpt":0.2451536071849752,"score_spread":0.2332681201069003,"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."}}