{"id":"W2065838490","doi":"10.1007/s10549-008-9986-4","title":"Outcomes of surveillance mammography after treatment of primary breast cancer: a population-based case series","year":2008,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Dalhousie University; Cancer Care Ontario; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Mammography; Breast cancer; Medicine; Series (stratigraphy); Population; Gynecology; Mammography screening; Oncology; Cancer; Obstetrics; Internal medicine; Environmental health; Biology","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":[0.0005699866,0.0005628641,0.0008010586,0.001907905,0.001691864,0.001166152,0.0007831831,0.001561968,0.001502686],"category_scores_gemma":[0.003839285,0.0006886235,0.0008418025,0.001793,0.001069615,0.001063261,0.0008489378,0.0009409456,0.0002651709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006885366,"about_ca_system_score_gemma":0.0005557016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005834949,"about_ca_topic_score_gemma":0.005352836,"domain_scores_codex":[0.9991973,0.0002357698,0.00009452659,0.0001778033,0.0001236036,0.0001709072],"domain_scores_gemma":[0.9980076,0.0005483422,0.0006422712,0.0002328483,0.000217028,0.0003518646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008652844,0.0001417168,0.9919751,0.000005258939,0.00003363823,0.006402022,0.0003040505,0.00002679238,0.000196545,0.00002362749,0.00006514414,0.0007395479],"study_design_scores_gemma":[0.00001696019,0.0004953964,0.942582,0.00001074227,0.00008673984,0.05423402,0.001911514,0.0002626987,0.0001628508,0.0000784157,0.000130889,0.00002782549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994789,0.0001011348,0.00005097613,0.00003593881,0.000003017818,0.0000062414,0.00004589591,0.000002434947,0.0002755397],"genre_scores_gemma":[0.999696,0.00009289778,0.00003856851,0.00001668723,0.00001015126,0.000004894162,0.00007763114,0.000001589275,0.0000616219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005834949,"threshold_uncertainty_score":0.01160192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02713827583288578,"score_gpt":0.3141079843199773,"score_spread":0.2869697084870915,"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."}}