{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005443692,0.0001584616,0.0002710143,0.0007266884,0.0004414725,0.0006923309,0.0004361371,0.000363182,0.002770208],"category_scores_gemma":[0.003127327,0.0001820093,0.0003889051,0.001036824,0.0003140898,0.0004685623,0.0004646152,0.0005783475,0.00026065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006037445,"about_ca_system_score_gemma":0.0007139559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00506961,"about_ca_topic_score_gemma":0.01004395,"domain_scores_codex":[0.9994994,0.000129953,0.00006065242,0.00008932673,0.0001196509,0.0001009939],"domain_scores_gemma":[0.9971963,0.0004854978,0.001648719,0.0001034628,0.0001931733,0.0003727982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000191408,0.00000539017,0.9991413,0.000004710751,0.000007938314,0.0001122653,0.00001587826,0.00001394502,0.00002332504,0.00000610257,0.00003494561,0.0006150785],"study_design_scores_gemma":[0.000002468404,0.00005409591,0.997515,0.00001815954,0.00001905872,0.001839376,0.0002133288,0.0000838275,0.00005275728,0.00001707953,0.0001816972,0.000003101338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967839,0.00134871,0.00005102087,0.0001589845,0.00001251618,0.000008871967,0.0002890201,0.000003819153,0.001343215],"genre_scores_gemma":[0.9994118,0.0002647123,0.00003712293,0.00002267535,0.0000129921,0.000003871756,0.0001602702,9.781791e-7,0.00008556952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00506961,"threshold_uncertainty_score":0.01008022,"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."}}