{"id":"W1991064064","doi":"10.1148/radiol.10100655","title":"Risk of Radiation-induced Breast Cancer from Mammographic Screening","year":2010,"lang":"en","type":"article","venue":"Radiology","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":292,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Mammography; Breast cancer; Oncology; Cancer; Gynecology; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001439438,0.0001324028,0.0003450552,0.0002655,0.00004921507,0.000008720018,0.000107724,0.0001354703,0.0003067296],"category_scores_gemma":[0.00006078804,0.0001129711,0.0001937308,0.0003535521,0.000171816,0.0001060582,0.00001803525,0.0003834069,0.000007718056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007298098,"about_ca_system_score_gemma":0.00005557349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001319888,"about_ca_topic_score_gemma":0.00008306927,"domain_scores_codex":[0.9991112,0.00004361293,0.0002436565,0.0002462004,0.0001141279,0.0002412186],"domain_scores_gemma":[0.9992042,0.0001459252,0.0001576132,0.0002873305,0.00006603461,0.0001389405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001163881,0.00004529604,0.7259304,0.00000714745,0.0002421333,0.00001050506,0.00005555184,0.000002764145,0.03425403,0.0002033665,0.000204823,0.2389276],"study_design_scores_gemma":[0.0010921,0.00007223782,0.99373,0.00003136795,0.000195404,0.0004412441,0.00002999823,0.0002292908,0.002932314,0.0004229403,0.0007111648,0.0001119236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962603,0.0003691372,0.0003233499,0.0007671252,0.0004635625,0.0001314245,0.0002617734,0.00005857079,0.001364729],"genre_scores_gemma":[0.9980846,0.0001215751,0.0009969911,0.0001997105,0.0004874962,0.00001340251,0.00005608474,0.00001791375,0.00002224584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2677996,"threshold_uncertainty_score":0.4606829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007583263961102696,"score_gpt":0.2517256480547311,"score_spread":0.2441423840936284,"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."}}