{"id":"W1981709329","doi":"10.1038/ncponc0477","title":"What is the risk of cardiac morbidity with adjuvant radiotherapy for breast cancer?","year":2006,"lang":"en","type":"article","venue":"Nature Clinical Practice Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Breast cancer; Radiation therapy; Adjuvant; Oncology; Adjuvant radiotherapy; Internal medicine; MEDLINE; Cancer","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":[0.003315744,0.0002042444,0.000543464,0.0004723962,0.0003088203,0.000986377,0.0004820902,0.0011818,0.002241452],"category_scores_gemma":[0.02270459,0.0003043918,0.001206209,0.000893415,0.0006814425,0.0008877462,0.0003814964,0.001088867,0.000328813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003762663,"about_ca_system_score_gemma":0.0005949243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00139088,"about_ca_topic_score_gemma":0.001912952,"domain_scores_codex":[0.9980603,0.001172667,0.0001347937,0.000163284,0.0003364383,0.0001324365],"domain_scores_gemma":[0.9815463,0.01035842,0.005189755,0.001394111,0.000728739,0.0007827076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001476153,0.0001192865,0.9629964,0.0002171377,0.001069584,0.0002864253,0.0001175991,0.00017466,0.000433401,0.0003672458,0.000321772,0.03242035],"study_design_scores_gemma":[0.00004253894,0.0007777638,0.9933878,0.0001253128,0.0008260639,0.001989652,0.0003019955,0.0002381293,0.0003098319,0.0007818388,0.001202213,0.00001684843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432746,0.04336466,0.0008205599,0.004287519,0.0001710785,0.00002311269,0.0002496228,0.000008477689,0.007800494],"genre_scores_gemma":[0.9898474,0.008400843,0.0003135882,0.0004552446,0.0004701213,0.00000811757,0.0001014857,0.000006010231,0.000397215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003315744,"threshold_uncertainty_score":0.01753557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541132568506317,"score_gpt":0.397542310260558,"score_spread":0.3821309845754948,"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."}}