{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003129092,0.0002219971,0.0002692,0.0009154314,0.0008610566,0.0009738323,0.0005278307,0.0008012395,0.004980934],"category_scores_gemma":[0.001291674,0.000270662,0.0001839901,0.002395622,0.0004834169,0.0007910926,0.000739549,0.0005686639,0.000247194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002203934,"about_ca_system_score_gemma":0.002657036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2430406,"about_ca_topic_score_gemma":0.3867625,"domain_scores_codex":[0.9997004,0.00004548516,0.00002465523,0.00004494809,0.00006794795,0.000116619],"domain_scores_gemma":[0.9993197,0.00007909837,0.0003039432,0.00002077701,0.0001271556,0.000149512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005960565,0.00003396244,0.9872759,0.0001250998,0.0000198714,0.0009201596,0.001670972,0.00005344667,0.000631001,0.0001865961,0.0008985048,0.00812485],"study_design_scores_gemma":[0.000005951508,0.00002301959,0.9948655,0.00003258231,0.00001289185,0.0004867231,0.003730624,0.00009359309,0.00004643748,0.00003862324,0.0006587395,0.00000548048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930148,0.0009515815,0.00006356124,0.002646333,0.00001342591,0.00001413228,0.0002814463,0.000008300916,0.003006543],"genre_scores_gemma":[0.9980465,0.0007954627,0.0001165655,0.0002989746,0.00001920918,0.000006877101,0.0001398498,0.000003615061,0.0005730257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2430406,"threshold_uncertainty_score":0.4832518,"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."}}