{"id":"W2968076163","doi":"10.1016/j.ctro.2019.08.001","title":"Cardiac death after breast radiotherapy and the QUANTEC cardiac guidelines","year":2019,"lang":"en","type":"article","venue":"Clinical and Translational Radiation Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Radiation therapy; Radiology; Cardiology; Medical physics; Internal medicine","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":[0.0009827338,0.0000848922,0.0001252741,0.0005830728,0.0001469291,0.0002699999,0.0003045729,0.0002149878,0.001117449],"category_scores_gemma":[0.003729461,0.00007221501,0.0001680328,0.0006216564,0.0001655389,0.0001315953,0.0003019342,0.000238469,0.0001339064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007076834,"about_ca_system_score_gemma":0.0004959986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004092186,"about_ca_topic_score_gemma":0.007920369,"domain_scores_codex":[0.9989907,0.0003098409,0.0001537512,0.0001314652,0.0003519441,0.00006227352],"domain_scores_gemma":[0.9958804,0.0009277549,0.002439339,0.0001356547,0.000423064,0.0001938323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001030559,0.00001098142,0.9896036,0.00005887838,0.00003728669,0.00005814223,0.00003242222,0.0002980744,0.0001681896,0.0001230193,0.00212499,0.007381272],"study_design_scores_gemma":[0.00001366317,0.00005905686,0.9956391,0.00004006171,0.00002792473,0.000511545,0.00002840213,0.0003637838,0.0001714989,0.00007173452,0.00306958,0.000003702046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689664,0.006336539,0.001234407,0.001442119,0.00006439482,0.0001325656,0.007899906,0.00008833685,0.0138354],"genre_scores_gemma":[0.9942028,0.0007042625,0.000722913,0.0002539361,0.00004066459,0.00005312983,0.003528727,0.00001255167,0.000481117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004092186,"threshold_uncertainty_score":0.008136749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023842217338414,"score_gpt":0.3637034317129892,"score_spread":0.3398612143745752,"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."}}