{"id":"W1488474006","doi":"10.7326/l15-5061-2","title":"Supplemental Ultrasonography Screening for Women With Dense Breasts","year":2015,"lang":"en","type":"letter","venue":"Annals of Internal Medicine","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overdiagnosis; Medicine; Breast cancer; Ultrasonography; Mammography; Harm; Family medicine; Gynecology; General surgery; Internal medicine; Cancer; Radiology","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":[0.0008146112,0.0003009266,0.0003990643,0.001071371,0.0005559972,0.0006770658,0.0006074969,0.003142334,0.04951893],"category_scores_gemma":[0.01137224,0.0001732887,0.0006045474,0.0004712143,0.0002483184,0.0005282248,0.0003660261,0.002426145,0.009159845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000806066,"about_ca_system_score_gemma":0.0009513503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00220734,"about_ca_topic_score_gemma":0.00387179,"domain_scores_codex":[0.9995071,0.0001551186,0.00005137048,0.00003790633,0.0001671674,0.00008133888],"domain_scores_gemma":[0.9963859,0.00131448,0.0003845579,0.0001067975,0.001223218,0.00058501],"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":[0.0001494865,0.0000597182,0.001935395,0.0002056798,0.00001449052,0.001027643,0.00003080827,0.00002357195,0.000219749,0.0002529421,0.948229,0.04785148],"study_design_scores_gemma":[0.0002724182,0.0004798039,0.01669522,0.003229986,0.0001493348,0.009238646,0.0002740546,0.000336467,0.0008040278,0.002102659,0.9663736,0.00004375746],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01535468,0.03806695,0.001179075,0.7252681,0.1143169,0.0001880885,0.00245408,0.0008151021,0.102357],"genre_scores_gemma":[0.1283296,0.04637379,0.002752679,0.4715517,0.2325748,0.0002689255,0.003947867,0.0002705343,0.1139302],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04951893,"threshold_uncertainty_score":0.1656573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1282361335873817,"score_gpt":0.3856231097591994,"score_spread":0.2573869761718177,"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."}}