{"id":"W1979489779","doi":"10.1016/j.breast.2005.07.002","title":"Breast screening in the emerging world: High prevalence of breast cancer in Cairo","year":2005,"lang":"en","type":"article","venue":"The Breast","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"European School of Oncology","keywords":"Medicine; Breast cancer; Breast cancer screening; Family medicine; Context (archaeology); Physical examination; Mammography; Primary care; Stage (stratigraphy); Cancer; Gynecology; 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":[0.00094154,0.0002091233,0.0003267609,0.0002025928,0.00009105818,0.00002237595,0.0005026648,0.00005477445,0.0005813467],"category_scores_gemma":[0.00001492213,0.0001269281,0.00009422917,0.001052411,0.0001664807,0.0002334101,0.00009591877,0.0004550344,0.00001488999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001383416,"about_ca_system_score_gemma":0.0001225876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0120335,"about_ca_topic_score_gemma":0.008212714,"domain_scores_codex":[0.9980157,0.0001424951,0.0004592822,0.0002940995,0.000602232,0.0004861711],"domain_scores_gemma":[0.9990547,0.0001055459,0.0001567483,0.0005074764,0.00009879898,0.00007668954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001123467,0.0001767192,0.7408168,0.0001902367,0.00005117489,0.00006855057,0.003108428,0.003657439,0.0007170098,0.0009631179,0.00100046,0.2481266],"study_design_scores_gemma":[0.001025957,0.00002156236,0.9919971,0.001435692,0.00007253417,0.002616102,0.0010123,0.001282955,0.00007192168,0.00005288301,0.0002682426,0.0001427993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602006,0.001775612,0.00009438139,0.03455845,0.00008840676,0.0005315333,0.0002360342,0.00003712011,0.002477858],"genre_scores_gemma":[0.9976837,0.0001274992,0.0001726122,0.001022337,0.0004631811,0.00004846114,0.000004565728,0.00002006889,0.0004575517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2511803,"threshold_uncertainty_score":0.9945455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03372545689701683,"score_gpt":0.3262338909180351,"score_spread":0.2925084340210183,"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."}}