{"id":"W2884352828","doi":"10.4236/abcr.2018.73014","title":"Role of Radiotherapy-Induced Malignancies in Patients with Both Breast and Lung Cancer Diagnoses","year":2018,"lang":"en","type":"article","venue":"Advances in Breast Cancer Research","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Juravinski Cancer Centre","funders":"Ottawa Hospital Research Institute","keywords":"Medicine; Breast cancer; Radiation therapy; Lung cancer; Malignancy; Retrospective cohort study; Cancer; Cohort; Internal medicine; Medical diagnosis; Oncology; Radiology","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":[0.0003591071,0.0001995682,0.0004621811,0.000426505,0.00008115021,0.00001825888,0.0001801535,0.00008205572,0.0006015103],"category_scores_gemma":[0.0000196404,0.0001571842,0.00002982409,0.000807488,0.000602088,0.0005219194,0.00007090117,0.0003765858,9.049853e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006163599,"about_ca_system_score_gemma":0.0006239457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005964681,"about_ca_topic_score_gemma":0.007190074,"domain_scores_codex":[0.997777,0.0001168066,0.0003255428,0.0004869218,0.0006774181,0.0006163132],"domain_scores_gemma":[0.9989194,0.0001407572,0.00008919247,0.0003148196,0.0003852212,0.00015064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003494747,0.0001738076,0.8475739,0.0002333111,0.00004375572,0.000007816066,0.0008681407,0.00002230109,0.004261103,0.00003314632,0.00006470999,0.1432233],"study_design_scores_gemma":[0.005179902,0.0004100569,0.988662,0.001158821,0.00001275803,0.00001593662,0.0003210644,0.000187158,0.002283391,0.00003216046,0.001555827,0.0001809247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783424,0.01914572,0.000002725359,0.000671161,0.00008588125,0.000750103,0.0001866826,0.00001363951,0.000801718],"genre_scores_gemma":[0.9888125,0.01023122,0.0001498193,0.0001896908,0.0002051231,0.0003001784,0.000009286332,0.00003869647,0.00006346447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1430423,"threshold_uncertainty_score":0.9016854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401823790414876,"score_gpt":0.3558449095807176,"score_spread":0.3418266716765689,"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."}}