{"id":"W3174367424","doi":"10.1161/circheartfailure.120.008110","title":"Characteristics and Outcomes of Women Developing Heart Failure After Early Stage Breast Cancer Chemotherapy: A Population-Based Matched Cohort Study","year":2021,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Ted Rogers Centre for Heart Research; Institute for Clinical Evaluative Sciences; Women's College Hospital; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Trastuzumab; Anthracycline; Internal medicine; Breast cancer; Heart failure; Incidence (geometry); Cohort; Cumulative incidence; Population; Cohort study; Cancer; Stage (stratigraphy); Chemotherapy; Oncology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003093277,0.0002408396,0.000739081,0.0001323091,0.00009881805,0.00005818723,0.00003616703,0.0001832995,0.0004010568],"category_scores_gemma":[0.00005019637,0.000243588,0.0001271524,0.000355435,0.00003996245,0.0001679092,0.00001840913,0.0001938432,0.000004248962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004099685,"about_ca_system_score_gemma":0.0003368247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003396152,"about_ca_topic_score_gemma":0.0001348238,"domain_scores_codex":[0.9982474,0.0001031061,0.0004764501,0.0004261765,0.0004508255,0.0002960448],"domain_scores_gemma":[0.9988775,0.0000641332,0.0001492265,0.0003679887,0.0003811707,0.0001600395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008679165,0.0001318921,0.9695644,0.0001872724,0.0002241236,0.000005921277,0.001259183,0.00002213736,0.02820167,0.00001372883,0.00002711338,0.0002757139],"study_design_scores_gemma":[0.001944824,0.00004102954,0.9913744,0.0001469492,0.00008473826,0.00002630731,0.0005549712,0.00009729849,0.004829703,0.00001742966,0.0006477167,0.0002345758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903185,0.00002972465,0.0003189782,0.008083716,0.00007657754,0.001022895,0.00007673269,0.00006927101,0.00000361245],"genre_scores_gemma":[0.9960803,0.000005680032,0.001649533,0.001703573,0.0001179713,0.0001855488,0.0001257792,0.00004839043,0.00008316451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02337197,"threshold_uncertainty_score":0.993323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101290079358351,"score_gpt":0.2657488211250144,"score_spread":0.2556198131891793,"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."}}