{"id":"W2943378976","doi":"10.1002/cncr.32149","title":"Detailed phenotyping reveals distinct trajectories of cardiovascular function and symptoms with exposure to modern breast cancer therapy","year":2019,"lang":"en","type":"article","venue":"Cancer","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Heart, Lung, and Blood Institute; American Cancer Society","keywords":"Medicine; Ejection fraction; Trastuzumab; Breast cancer; Heart failure; Internal medicine; Cardiology; Cancer; Natriuretic peptide; Cardiac function curve; Oncology","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":[0.0004762791,0.0001217709,0.0001708156,0.0002951518,0.0001793765,0.0003281907,0.0001533978,0.000220709,0.0009020203],"category_scores_gemma":[0.001404053,0.00008095088,0.0002133519,0.0003288002,0.0001534813,0.0002012542,0.0003606294,0.000367181,0.0001133237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001796943,"about_ca_system_score_gemma":0.0001854583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009762369,"about_ca_topic_score_gemma":0.001237208,"domain_scores_codex":[0.9997885,0.0000627115,0.00001674505,0.000047789,0.00004013314,0.00004416141],"domain_scores_gemma":[0.9988459,0.0002100095,0.000649412,0.00008244852,0.00006284903,0.0001492907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002102072,0.00003092438,0.9949211,0.000003804669,0.00001872625,0.00002851989,0.00006310776,0.0001432002,0.0009593687,0.00002055186,0.00005432799,0.003546134],"study_design_scores_gemma":[0.000001892348,0.00006295127,0.9994598,0.000001025002,0.00000380691,0.00006098962,0.00002733251,0.0002316573,0.00007117711,0.0000265647,0.00005173451,0.000001177388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995676,0.00005711741,0.0001476182,0.00002560375,7.35276e-7,0.00000286742,0.00009055815,0.00000279775,0.0001050746],"genre_scores_gemma":[0.9996324,0.00002897516,0.00008097909,0.000009754996,0.000002067016,0.000003319654,0.000185764,8.403333e-7,0.00005600379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009762369,"threshold_uncertainty_score":0.003017604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053587846430863,"score_gpt":0.2336491777654652,"score_spread":0.2231132993011566,"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."}}