{"id":"W2279115685","doi":"","title":"Breast screening in developing countries : more about... breast cancer","year":2008,"lang":"en","type":"article","venue":"CME: Your SA Journal of CPD","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Medicine; Developing country; Cancer; Obstetrics; Gynecology; Oncology; Internal medicine; Economic growth; Economics","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":[0.0004572405,0.0002161944,0.0005780405,0.0002841269,0.000159003,0.00003449994,0.0002274049,0.0001152245,0.0002353004],"category_scores_gemma":[0.00005158321,0.0001790404,0.0001583293,0.0004442863,0.0001556384,0.0004845141,0.00005086244,0.0005179003,0.00001016893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003069518,"about_ca_system_score_gemma":0.00105971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005218827,"about_ca_topic_score_gemma":0.000102683,"domain_scores_codex":[0.9978096,0.00003823715,0.0007253379,0.0001850684,0.0007884236,0.0004533173],"domain_scores_gemma":[0.9984351,0.00004463664,0.000412622,0.0001627493,0.0006951186,0.0002497695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001203741,0.00003771652,0.9735808,0.00007593163,0.0001323907,0.002654891,0.002214631,0.0003883556,0.0002212963,0.0001226655,0.005125097,0.01424244],"study_design_scores_gemma":[0.002005759,0.00007568041,0.9440853,0.002666844,0.00007264714,0.04226317,0.001044343,0.0000754654,0.0002505538,0.00002364083,0.007232053,0.0002045221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770185,0.006460799,0.002427495,0.01304899,0.0003156279,0.0001229682,0.00003302317,0.00002028423,0.0005522614],"genre_scores_gemma":[0.9887237,0.003197053,0.004171438,0.002802577,0.0008921372,0.000003708086,0.000002806338,0.00002664554,0.0001799235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03960828,"threshold_uncertainty_score":0.7301056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07131843177546379,"score_gpt":0.3491921725221884,"score_spread":0.2778737407467247,"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."}}