{"id":"W3022848247","doi":"10.1016/j.brachy.2014.02.220","title":"The Cost of Convenience: A Cost-Comparison Analysis Comparing External Beam Radiation Therapy, High-Dose-Rate Brachytherapy and Permanent Seed Implants for Early Stage Breast Cancer","year":2014,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Brachytherapy; Breast cancer; Radiation therapy; Activity-based costing; Cost effectiveness; Stage (stratigraphy); Medical physics; Cost driver; External beam radiotherapy; Nuclear medicine; Cancer; Radiology; Internal medicine; Risk analysis (engineering)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003808941,0.0003016689,0.000502979,0.00007754338,0.0003557119,0.00007483064,0.000216029,0.0001041476,0.00001151141],"category_scores_gemma":[0.00001344708,0.0002237463,0.0001646441,0.0002204008,0.0002091465,0.00001807947,0.00003879434,0.00008925541,9.205785e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005132456,"about_ca_system_score_gemma":0.00006366343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240197,"about_ca_topic_score_gemma":0.0007512702,"domain_scores_codex":[0.9983869,0.0001421987,0.0004053348,0.0004784284,0.0001968733,0.0003903259],"domain_scores_gemma":[0.9987586,0.0001493577,0.0004086037,0.000391249,0.0001988895,0.00009328496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002752593,0.0001491437,0.8532569,0.00001493643,0.001593756,4.412239e-7,0.0005281858,0.0008393106,0.0581979,0.0001289774,0.00006855995,0.08246931],"study_design_scores_gemma":[0.004453799,0.0003212363,0.9598455,0.00001842867,0.0001426125,0.000007577376,0.00008427118,0.001634467,0.02886294,0.00002872166,0.004349915,0.000250536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887167,0.005541995,0.003937238,0.0003281729,0.0001966761,0.000889961,0.0003564807,0.00001790612,0.00001482574],"genre_scores_gemma":[0.9913304,0.007235101,0.0001164213,0.0002642503,0.0002820935,0.0004770043,0.000151251,0.00003661526,0.000106866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1065886,"threshold_uncertainty_score":0.9124109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01552702235328465,"score_gpt":0.2954435179580503,"score_spread":0.2799164956047657,"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."}}