{"id":"W4412805617","doi":"10.1093/eurheartjsupp/suaf083.084","title":"Prevention of radiation induced cardiotoxicity in patients with left sided breast cancer: results from a phase 2 clinical trial","year":2025,"lang":"en","type":"article","venue":"European Heart Journal Supplements","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Canadian VIGOUR Centre; University of Ottawa","funders":"Alberta Cancer Foundation","keywords":"Medicine; Cardiotoxicity; Breast cancer; Internal medicine; Oncology; Clinical trial; Radiation therapy; Cancer; Chemotherapy; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001559033,0.0001684725,0.0005343067,0.0002185722,0.00008576364,0.00003212954,0.00009528119,0.00007792381,0.0001369866],"category_scores_gemma":[0.0002469854,0.0001455925,0.0002387508,0.0002469506,0.00003502089,0.0001877636,0.00003326192,0.0005038571,0.000004036022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002335688,"about_ca_system_score_gemma":0.0003071766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001655462,"about_ca_topic_score_gemma":0.00004493029,"domain_scores_codex":[0.9968632,0.0008521877,0.001247457,0.000310225,0.0004989224,0.0002279983],"domain_scores_gemma":[0.9988451,0.0001128641,0.0004317606,0.0002645843,0.0001994219,0.0001462888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1622438,0.003758447,0.6662628,0.0000363648,0.0009521591,0.00003617915,0.0006015263,0.00002657905,0.02257951,0.00000316772,0.004432836,0.1390667],"study_design_scores_gemma":[0.2337949,0.001717865,0.7423786,0.0006192004,0.0001556999,0.000007709988,0.00004420092,0.00001407969,0.01987143,0.00002361757,0.001264334,0.0001083572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967513,0.00002923905,0.000139888,0.0006447428,0.0004973001,0.001179484,0.0004126964,0.00001534565,0.0003300116],"genre_scores_gemma":[0.9983181,0.00008804352,0.0002209197,0.0003114864,0.0005437666,0.000004651058,0.0004251159,0.00002271729,0.0000651546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1389583,"threshold_uncertainty_score":0.5937088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05159790387093239,"score_gpt":0.3915364775956132,"score_spread":0.3399385737246808,"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."}}