{"id":"W3116889151","doi":"10.1093/jnci/djaa205","title":"Performance of Digital Breast Tomosynthesis, Synthetic Mammography, and Digital Mammography in Breast Cancer Screening: A Systematic Review and Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"JNCI Journal of the National Cancer Institute","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Ottawa Hospital; Impact; University of Ottawa; Western University; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Meta-analysis; Confidence interval; Breast cancer; Mammography; Internal medicine; Oncology; Digital Breast Tomosynthesis; Digital mammography; Gynecology; Cancer","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":[0.02004669,0.002917107,0.01929359,0.00675167,0.0006601416,0.003466023,0.002180686,0.002285723,0.002402364],"category_scores_gemma":[0.04868679,0.001610165,0.03833639,0.006881607,0.0009527493,0.001943821,0.001424343,0.001656809,0.0002268263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002854419,"about_ca_system_score_gemma":0.003885776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006617606,"about_ca_topic_score_gemma":0.01301498,"domain_scores_codex":[0.9841449,0.008367348,0.004004486,0.001612365,0.001516119,0.0003548632],"domain_scores_gemma":[0.96434,0.02744286,0.005254147,0.0008876005,0.001791885,0.000283462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002381939,0.00002899443,0.006107217,0.3890554,0.5880708,0.0001040391,0.00007757789,0.0006513321,0.0002129513,0.0001222769,0.0004670813,0.01272032],"study_design_scores_gemma":[0.0005431329,0.0001929298,0.003801877,0.02466833,0.9692616,0.00009145471,0.00002982196,0.0001834166,0.0001051738,0.0001430281,0.0009593922,0.00001986637],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003846132,0.994953,0.0003517149,0.0001600106,0.00009359731,0.0001480255,0.0002900578,0.00001446815,0.0001430541],"genre_scores_gemma":[0.1791733,0.8144258,0.002990451,0.0009227766,0.0004210338,0.001102456,0.0007261538,0.0000280207,0.0002101376],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02004669,"threshold_uncertainty_score":0.1060183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05687631790953491,"score_gpt":0.3270142495321182,"score_spread":0.2701379316225833,"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."}}