{"id":"W3012290913","doi":"10.1016/s0735-1097(20)31297-3","title":"MAKING SURVIVORSHIP MATTER: PREDICTING CANCER THERAPY-RELATED CARDIAC DYSFUNCTION IN WOMEN WITH HER2+ BREAST CANCER THROUGH INTEGRATIVE DIAGNOSTIC APPROACHES","year":2020,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Survivorship curve; Breast cancer; Cancer survivorship; Cardiac dysfunction; Cancer; Oncology; Internal medicine; Intensive care medicine; Heart failure","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":[0.001358209,0.0007725632,0.0004994915,0.0009532534,0.0004927309,0.001415161,0.0005267911,0.0007290547,0.001036132],"category_scores_gemma":[0.003875045,0.0001848362,0.0005460287,0.0006269962,0.0003072172,0.0009130795,0.0009466891,0.001043645,0.0002032622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004012169,"about_ca_system_score_gemma":0.0007813355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002513222,"about_ca_topic_score_gemma":0.01001593,"domain_scores_codex":[0.9995642,0.0001935965,0.00003494167,0.00007797146,0.00006146177,0.00006781706],"domain_scores_gemma":[0.9989956,0.0003751338,0.0002678605,0.00004051115,0.0001634134,0.0001575272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002584877,0.0004230368,0.9629156,0.00009556843,0.0002608261,0.00007259516,0.0003128743,0.0003049237,0.000321966,0.0002161021,0.0005954594,0.03422254],"study_design_scores_gemma":[0.00004472496,0.0005569268,0.9871737,0.0002499249,0.0007332871,0.0003142025,0.001744622,0.00506654,0.000433735,0.001914128,0.001738675,0.00002945665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987899,0.003312071,0.001195039,0.002592443,0.00008116761,0.00007685763,0.0004624352,0.00002110396,0.004359914],"genre_scores_gemma":[0.9955779,0.001454695,0.00184564,0.0003838303,0.00009612996,0.00003854846,0.0002531593,0.000004270441,0.0003458856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002513222,"threshold_uncertainty_score":0.007183015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03222474006649351,"score_gpt":0.2721273391916759,"score_spread":0.2399025991251824,"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."}}