{"id":"W4240629006","doi":"10.7326/0003-4819-153-9-201011020-00017","title":"Screening for Breast Cancer","year":2010,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Mammography; Cancer; Family medicine; Breast cancer screening; Task force; Clinical Practice; Gynecology; Gerontology; Oncology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001718656,0.0005433505,0.0008777191,0.001980835,0.0005658096,0.001328776,0.0006864127,0.002404582,0.1566643],"category_scores_gemma":[0.01431431,0.0003960984,0.001291399,0.001433159,0.0002249592,0.001023935,0.0008704056,0.002182078,0.05732867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093157,"about_ca_system_score_gemma":0.002188074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006445735,"about_ca_topic_score_gemma":0.01123698,"domain_scores_codex":[0.9984314,0.0004410468,0.0001963312,0.0001991003,0.0005671628,0.0001649303],"domain_scores_gemma":[0.9962497,0.0009540843,0.0004152061,0.0001929708,0.001646406,0.0005416321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001362324,0.00003057366,0.001795542,0.001068389,0.00006941007,0.00007476292,0.00003154093,0.00001510083,0.0000903727,0.0008039918,0.8079247,0.1879595],"study_design_scores_gemma":[0.0001747635,0.0001554629,0.01009796,0.005166093,0.0001363455,0.0006926286,0.0001279572,0.00003819376,0.0001225749,0.001428543,0.9818381,0.00002143767],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004528154,0.3492051,0.002093639,0.2404532,0.06074473,0.001019407,0.02752689,0.0005995843,0.3138293],"genre_scores_gemma":[0.04104747,0.3916514,0.003032095,0.1753914,0.04450546,0.001640446,0.03122655,0.0002613001,0.3112439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1566643,"threshold_uncertainty_score":0.5240943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1547794066133349,"score_gpt":0.443865550362916,"score_spread":0.2890861437495811,"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."}}