{"id":"W2281181210","doi":"","title":"Breast cancer - early detection and screening in South African women from the Bonteheuwel township in the Western Cape : knowledge, attitudes and practices : original research","year":2006,"lang":"en","type":"article","venue":"South African Family Practice","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Mammography; Breast cancer screening; Family medicine; Disease; Cancer; Gynecology; Cape; Demography; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004375326,0.000269375,0.0003588271,0.0002418725,0.000414078,0.0004200596,0.0003162617,0.0001277832,0.00001213165],"category_scores_gemma":[0.001169651,0.0001789048,0.00003832793,0.001287468,0.000382321,0.0008955542,0.0001615339,0.001473296,0.00001255204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000280328,"about_ca_system_score_gemma":0.0003485736,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09839422,"about_ca_topic_score_gemma":0.0201592,"domain_scores_codex":[0.9960434,0.001214247,0.0004203416,0.0006600049,0.0008855481,0.0007764828],"domain_scores_gemma":[0.996033,0.002647638,0.0004332471,0.0004206509,0.0003011778,0.0001643622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002840298,0.0001334306,0.9084161,0.0000382446,0.00006076966,0.0001438718,0.07867916,0.00001870841,0.0002465817,0.00005010257,0.0001326747,0.009240076],"study_design_scores_gemma":[0.001148852,0.0002281456,0.8092023,0.0002292283,0.00008794585,0.0001030495,0.1814203,0.00009635593,0.000005734674,0.00004890089,0.007256562,0.0001726746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841148,0.005294973,0.00004684697,0.00475921,0.00006615082,0.0006486993,0.00005870366,0.00003394069,0.004976736],"genre_scores_gemma":[0.9979118,0.0001374961,0.0002731252,0.0007030857,0.0005558623,0.0002256526,0.000003816126,0.00002876842,0.0001604702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1027412,"threshold_uncertainty_score":0.9977204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1348655485029191,"score_gpt":0.3999559486383328,"score_spread":0.2650904001354137,"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."}}